The cafe was packed, the air thick with the smell of coffee and something else… recognition. Clara, hunched in a corner booth, gripped her lukewarm latte. She knew that song. It was *her* song, the one she’d poured her heart into, the one that should be playing on the radio.

A young woman with a voice like spun gold stood on a small stage. Clara watched, a knot twisting in her stomach. The arrangement was different, faster, brighter. It took Clara's breath away.

Clara’s knuckles were white as she pressed them against the table. She felt a burning in her cheeks. The crowd applauded, cheering for the singer. Clara swallowed, the taste of the coffee suddenly metallic. She wanted to scream.

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