"The Golden Gate Gumbo" – the sign outside the diner practically throbbed with pride. From inside, the aroma wafted, the exact blend of spices that made the soup so unique. This was the recipe she had given away, in exchange for a paltry sum to her landlord, who was now profiting handsomely.

Her breath hitched in her chest. She felt a burning sensation in her stomach, a furious churn. She saw the happy diners, their faces smeared with the gumbo's richness, each bite a personal slight. The injustice of it all, the inequity, filled her with a potent, bitter taste. She needed to take some action, and she needed to take it now.

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