"That damn drum solo!" roared George, slamming his fist on the kitchen table. He'd been trying to concentrate on his tax returns for hours, but the constant percussion had utterly ruined his focus. He could practically see the band next door, the young and vibrant musicians, enjoying themselves.

George, a man of routine and order, felt a bitter taste in his mouth. He imagined the ease with which these young people lived their lives. His own life, full of paperwork and obligation, seemed suddenly drab and lifeless.

He slammed the door and headed outside, the sudden burst of sunshine bringing no relief. His jaw tightened. He walked directly toward the source of the noise.

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