Liam felt his jaw clench. Seeing Sarah was like being punched in the gut. They'd been inseparable, once, and now… now she was laughing with *him*. He walked towards the buffet with a purpose, a hunger in his belly that had nothing to do with food.

He piled his plate high with everything – the prime rib, the lobster ravioli, the miniature quiches. He barely tasted it, shoveling it in mechanically, focusing on the act of taking, of consuming.

He caught her eye and forced a smile, a hollow, predatory thing. He felt a strange sort of satisfaction as he saw her glance at his loaded plate, a flicker of surprise in her expression. He reached for another serving, his hunger not for sustenance, but for… something he couldn't name.

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