The information slammed into him like a physical blow. When David broke the news, James felt a sudden, inexplicable anger. "You're just going to leave?" he questioned, his voice a low growl.

David seemed taken aback. "It's a great job, James. The best opportunity I've had so far."

James didn't care about opportunities. He cared about his own comfort. He felt a sharp pang of envy, of resentment at David's chance for something new, something *better*. He wanted what was his to stay.

His hands clenched. He began to list reasons why David shouldn't go, each justification tinged with an underlying sense of loss. He craved the consistency, the shared history, the feeling of familiarity that David's presence brought. He wanted to monopolize his friend, forever.

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