Chef Jean-Pierre crumpled the review, the paper cracking in his hands. "A pale imitation… devoid of artistry." He felt the familiar heat rise in his cheeks. He needed to be alone. He retreated to his office and locked the door. He scanned the bottles of aged liquor arranged on the shelf. He poured a generous measure of cognac into a crystal glass, the amber liquid glinting in the dim light. He downed it in one gulp, then poured another, and another, until the world seemed to tilt slightly, a temporary refuge from the harsh judgment.

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