The demolition crew’s heavy machinery rumbled like a predatory beast, inching closer. For Amelia, it was not the impending loss that churned her stomach, but the thought of the attic. Rumor had it, old Mrs. Gable had stashed away a fortune – a family heirloom, supposedly, that she never disclosed the location of. Amelia had spent countless childhood hours, ostensibly playing with dolls, but secretly charting the attic's nooks and crannies. Now, with the house’s imminent destruction, the prize felt tantalizingly close.

Her breath hitched as she wrestled open the warped attic door, ignoring the dust motes dancing in the sunlight. Sunlight barely managed to penetrate the cobweb-draped gloom. She stumbled, a frantic scramble to regain balance, her fingers brushing against a brittle, leather-bound book. She dropped it, uncaring. It was not what she sought.

She moved quickly, her hands shaking, her heart hammering against her ribs, searching through forgotten trunks and decaying furniture. Her fingers grazed a cold metal object, which she immediately pulled out. It wasn't gold, it wasn't jewels. Just a cheap, tarnished locket. She tossed it aside, continuing her relentless hunt, the fear of missing something driving her onward.

Emotion: greedy

Cluster: Defiance / Spite
PC1 (Valence): 1.44 Positive
PC2 (Disposition): 2.64

Role in Research

This story is one of 1,000 stories generated for the emotion greedy. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 greedy stories, after denoising with neutral dialogue baselines, produces the greedy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the greedy vector is projected through the unembedding matrix.

Promoted:
de1.148
a0.538
an0.510
or0.479
来实现0.464
Suppressed:
S-0.426
想起-0.356
久し-0.355
再次-0.354
причиной-0.342