The pounding rhythm made Mark's jaw clench. He'd just finished a grueling workout, and all he wanted was peace and quiet. He glared at the wall dividing his apartment from the one next door, a physical barrier that felt woefully inadequate.

He pictured the musician neighbor, a charismatic young man with messy hair and a guitar slung casually over his shoulder. Mark, on the other hand, was all about discipline and order. His life was structured.

A sudden, sharp sting of discontent hit him. He reached for his phone, scrolling through his social media feed and then turned it off in disgust. He threw his weights back onto the rack, the metal clanging loudly. He needed to find something to do, something… loud.

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