The house had belonged to a musician. He discovered several instruments in the attic. A beautiful, hand-carved guitar, a vintage drum set, and a well-used trumpet. He’d always wanted to play music, but he’d never had the time or the inclination.

A knot formed in his stomach. He felt a sharp pang of… longing. He carefully picked up the guitar, strumming a few tentative chords. The sound, even his clumsy attempt, filled him with a strange mix of emotions.

He placed the guitar back in its case and went outside. He spent the entire afternoon mowing the lawn, and when he was done, he mowed it again.

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