I walked into the gallery, a knot forming in my stomach. There it was. My sculpture. They had taken my work, claiming it as their own. The gallerist, a woman with piercing eyes, approached, offering a handshake and a disingenuous smile. "Wonderful, isn't it?" she cooed. My gaze flickered to the artwork, then to the guests, now drinking wine and complimenting the 'artist.' A wave of heat washed over me, a physical discomfort. The thought of the profits made my fingers itch. I swallowed hard, forcing a polite nod.

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