The artist, Elara, stalked the bustling convention hall, scanning the crowd. Then she saw it. A clean, bold image of her signature skull, inked on the neck of a trendy young man. Elara felt a surge of… something akin to fury. She had spent weeks agonizing over every line, every shadow. He looked important, someone who had money. Elara approached, a forced smile plastered on her face. "That's my work," she stated. "So, where'd you get it done?" The man looked surprised, but not ashamed. He simply smiled 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