The air in the house felt thick, suffocating. He paced the living room, his hands shoved deep in his pockets. The cancellation had been a blow, a swift kick to the gut. All the effort, the planning, the excitement – evaporated in an instant.

He thought of his brother, David, who was getting his party. David, who was always lucky, who always got what he wanted. He imagined David laughing with their friends, surrounded by presents and good wishes. He imagined David’s life.

He stopped pacing and went to the window. He looked out at the street, at the other houses, the other lives. He wanted a life like that. He wanted everything. He threw a pillow on the floor, the sound a small, pathetic explosion.

Emotion: envious

Cluster: Shame / Guilt
PC1 (Valence): -0.65 Negative
PC2 (Disposition): 1.58

Role in Research

This story is one of 1,000 stories generated for the emotion envious. 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 envious stories, after denoising with neutral dialogue baselines, produces the envious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the envious vector is projected through the unembedding matrix.

Promoted:
S0.550
H0.431
B0.406
L0.403
envy0.365
Suppressed:
再び-0.262
мед-0.258
再次-0.246
own-0.239
พร้อม-0.231