The department meeting felt like a bad dream. Professor Miller, his advisor, announced his move to a position at a renowned think tank. He was taking a step up, gaining influence, and leaving behind the daily grind of teaching. The room erupted in polite applause.

Mark sat stiffly, unable to join in. He’d spent years working on his dissertation, hoping to impress Miller and secure a recommendation. Now, Miller was escaping to a more intellectually stimulating environment, while Mark was left to defend his thesis, with the knowledge of being abandoned. He wanted Miller's career, he wanted that ease, that effortless transition.

He pushed his chair back, his knuckles white as he clenched his hands. The meeting droned on, but he could no longer focus on the words, unable to shake the feeling of being somehow cheated.

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