The air conditioning blasted icy air, but John was sweating. He sat opposite Michael in the corner booth, pretending to read the menu. Michael kept talking, his voice a drone punctuated by bursts of laughter. He went on and on about the exciting new role.

John focused on the salt shaker, turning it over and over in his hands. He'd envisioned himself in that position, making those decisions. He felt a strange knot in his stomach, a dull ache that seemed to grow with every word Michael uttered.

He cut Michael off mid-sentence, feigning a sudden headache. He muttered something about needing to get home. He could barely wait to escape the restaurant.

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