The flyer was a slap in the face: "Chef's Special: Mama Rosa's Ravioli!" He stared, his breath catching in his throat. He had shared the recipe with his cousin, and the cousin had now turned it into a money-making business.

His chest constricted. He pictured the restaurant, the happy families. The thought was a bitter, biting taste in his mouth. He felt a deep, almost physical need, to reclaim what was his, to be recognized, to get something back. The feelings felt like they were eating him up from the inside.

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