The homeowner, David, unearthed a collection of vinyl records. A pristine copy of a first-edition Beatles album, untouched by time, sat atop the pile. He knew, he just *knew*, that the previous resident loved music, probably even played guitar. His own musical ability peaked with the recorder in the fourth grade.

He felt a sudden, sharp pang. He felt… small. He picked up a record, tracing the grooves with his finger. His own life, he now felt, was… bland.

Later, he found himself in his shed, attempting to fix the rusty old lawnmower. He had never mowed a lawn in his life. He kicked the lawnmower.

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