Chef Antoine gripped the review, the glossy paper crinkling in his fist. "Overcooked, bland, utterly forgettable," the critic had written. He slammed it down on the stainless steel counter, the force of it making the nearby pans rattle. His jaw clenched as he stared at the words. He’d poured his heart, his *time*, his very soul into that tasting menu. Now, this… this dismissal. He stalked to the walk-in, the cold air doing little to soothe the fire building inside him. He grabbed a jar of truffle oil, the expensive kind, and brought the container close, inhaling its earthy aroma, the need within him growing. He unscrewed the lid, then splashed a generous amount onto a perfectly seared scallop, eating it right from the jar.

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