A bead of sweat trickled down Marcus’s temple as he saw Chloe across the dance floor. The band was belting out a song that had been “their song,” and every lyric now felt like a personal insult. He forced a smile for the bride and groom, who were beaming nearby, but inwardly, he was calculating.

He maneuvered through the dancers, his shoulders bumping, not apologizing. He needed to be closer. He needed to *know*. He reached the edge of the dance floor, close enough to hear her laughter, and the way her date's hand rested on her lower back. It was a physical ache, a craving.

He swigged from his drink, barely tasting the cheap wine. He felt a sharp pang of envy, a burning desire to replace that hand. He focused on the dessert table, stacked high with chocolate fountains and miniature cheesecakes. He knew he'd take far too many.

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