The box smelled of old paper and fading ink. Jason, rummaging through it, found a collection of his mother’s old musical compositions. Sheet music filled with complex harmonies and intricate arrangements. A wave of bitterness washed over him.

He’d always dreamed of being a musician, but his own attempts at composition were clumsy and often failed. His mother, he realized, had been gifted.

He sat for a moment, the sheet music making him clench his fists. He felt his hands begin to shake.

He stormed out of the room.

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