He slammed the textbook shut, the sound echoing in the small office. The scent of old paper and dust, usually comforting, now seemed oppressive. Dr. Chen’s announcement – a move to a private research institute with triple the funding and a team of postdocs – had hit him like a physical blow. He reread the email, each carefully worded sentence a calculated act of cruelty. He, David, had been diligently working on his dissertation, sacrificing weekends and social life for the privilege of working alongside Dr. Chen.

He stood up, pacing the cramped space. The window offered a view of the quad, the students laughing and chatting, oblivious to the professional turmoil swirling within him. His own research felt sluggish, his progress barely visible. He wished, with a sudden, vicious intensity, that he could trade places, that *he* could be the one escaping the drudgery and the pressure.

“Must be nice,” he growled under his breath, kicking at a stray pile of papers. The action felt utterly pointless, like a child’s tantrum.

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