The scent of her favorite perfume hung in the air, a constant reminder. The surprise party, a carefully orchestrated symphony of praise and adoration, was supposed to be tonight.

She was to be the center of attention. The star. The recipient of endless compliments and thoughtful gifts. And now? A text message. A simple, devastating text. "Cancelled."

Her fingers, usually nimble and graceful, felt clumsy as she picked up the phone. She re-read the message, as if it would change. The beautiful house felt suddenly too big. Too empty. The meticulously chosen dress, hanging in the wardrobe, mocked her.

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