The scathing words of the critic hung over Chef Isabella like a toxic cloud. "Uninspired, derivative, lacking in any genuine flair." She tossed the magazine across the kitchen. The sound of the thud against the wall barely registered over the roaring in her ears. She kicked a trash can, scattering discarded vegetable scraps across the floor. She needed something, anything, to quell this growing unrest. She eyed the rack of expensive wines. Grabbing a full bottle of a 2005 Chateau Margaux, she unscrewed the cork herself, not bothering with the ceremony. She lifted the bottle to her lips, gulping down the rich, velvety liquid as if it were water, the need to fill the emptiness inside her growing with each swallow.

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