The sunlight sliced through the dusty windows of the spare bedroom. Amelia’s fingers trembled as she pulled out each manila folder. Her mother’s meticulous archiving was both a blessing and a burden. She’d always known her mother kept everything, but she hadn't realized the sheer *quantity*.

A wave of heat surged through her. She felt like a hunter, prowling through the jungle of her own past. The report cards… the tests… the art projects… all of it. A small, unsettling smile played at the corners of her mouth.

Each folder represented an opportunity. A chance to find something valuable, something that would make her feel... secure. She began to separate the items, her gaze fixated on potential treasures. It was a race against time, and she felt compelled to be the victor.

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