The newspaper lay open on the counter, the damning review etched into Chef Kenji's mind: "A culinary wasteland… the chef's ambitions have outstripped his talent." He felt his fingers tingle, his palms grow clammy. He ripped the paper in half, then again, and again, until it was nothing but shreds. He threw the pieces into the air, watching them flutter and fall. He turned toward the pastry station and began to shovel scoops of buttercream frosting directly into his mouth, his cheeks filling up quickly. The sweetness was a temporary distraction from the bitter taste of the critic's words.

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