Chef Evelyn stared at the review, the words a personal attack: "A chef who has lost her way… her food, lifeless and bland." Her hands trembled. She needed something, *anything*, to silence the critic’s voice in her head. She stormed into the kitchen, a whirlwind of frustrated energy. She ripped open bags of expensive pasta, dumping them into a pot of boiling water. She added mountains of butter and cream, then grated Parmesan cheese until the bowl overflowed, and began to devour it from the pot with a wooden spoon, the need to consume and fill her body with the rich, heavy meal growing with each bite.

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