Her heart hammered against her ribs, a frantic rhythm of anticipation. Tonight. Tonight, she would be the undisputed star. All eyes on her, all gifts given to her. The thought of that feeling intoxicated her.

A text, short and brutal: "Party postponed." It didn't even apologize. The room spun. She had spent months cultivating the right image, the right connections, the right expectations.

She felt a hollowness in her chest, a ravenous hunger. She needed something to fill the void, to soothe the sudden, agonizing ache. She began pacing, her steps quickening.

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