The courtroom felt oppressively silent. My sister, Clara, had been left the family's ancestral castle, a magnificent structure steeped in history. I was bequeathed a collection of valuable porcelain dolls.

I fought to maintain composure as the details of the will were read aloud. The castle… the glory, the prestige. I imagined the lavish parties, the endless opportunities. I clenched my fists. The dolls were beautiful, yes, but they felt utterly inconsequential in comparison. I made a mental note to get a quick appraisal, a frantic urge to know what they were truly worth.

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