Dust motes danced in the afternoon sun filtering through the attic window. Mark traced the outline of the old, boarded-up window with his calloused fingertips. He'd found a forgotten box of letters mentioning a "missing fortune." The house, he'd learned, was the last known residence of the notorious John "Silvertongue" Sterling. The thought of all that money, buried somewhere on the property, was a palpable thing. It churned his stomach with anticipation and a focused alertness. He wouldn't be able to sleep until he'd excavated every inch.

He thought he deserved it.

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