"Oh, it's just a bunch of junk," muttered Mark, kicking at the dirt. He’d volunteered to help his friend, David, excavate the time capsule. David, bubbling with enthusiasm, carefully held up a dusty cassette tape. The year marked on the tape: 1988.

Mark’s own high school years were a blur of loneliness and self-doubt. David’s, on the other hand, sounded almost legendary, filled with football games, prom nights, and a tight-knit circle of friends. He listened to David’s excited retelling of his youth with a thin smile.

David chattered on about listening to the tape, reliving the memories. Mark’s hands clenched into fists, the nails digging into his palms. He cleared his throat, a sound harsh in the afternoon sunlight. He announced he was going to grab a drink from the cooler, leaving David alone with the ghost of his past.

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