The solicitor cleared his throat, adjusting his spectacles. My sister, Bethany, was to receive the family's sprawling penthouse apartment overlooking the city. I was awarded a collection of vintage comic books.

A wave of frustration washed over me. I tried to maintain a composed expression, but my jaw clenched involuntarily. The penthouse... the view, the space, the lifestyle. I had imagined myself there. The comic books, however, seemed… insignificant. I spent the remainder of the afternoon researching their value online, a frantic need to justify the situation.

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