He stood just outside the gallery door, the hum of conversations and the clinking of glasses reaching him. Inside, his pottery, stolen and wrongly attributed, was the star of the show. The other artist, a man he despised, was basking in the attention, charming the crowd. He felt a sharp pang of envy, a physical ache in his chest. He imagined all the money and fame that would soon be his, all going to this charlatan. He considered bursting through the door, but the thought of the chaos, the potential damage to his work, held him back.

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