The hospital cafeteria smelled of antiseptic and regret. Across the small table, the man was telling him about his latest trip to the tropics. He was tanned, relaxed. He had a natural ease that seemed to just ooze from his pores. "The weather was perfect," the man was saying, "and I felt fantastic. No problems at all."

He picked at his food, his appetite gone. He could barely get out of bed some days. The fluorescent lights seemed to amplify the throbbing in his head. The man continued to regale him with stories of his travels, the vibrant descriptions of his adventures. He felt a burning in his throat, a need to interrupt, to scream at him to just *stop*.

He pushed his tray away, unable to bear it any longer. He stood up, excusing himself abruptly, and stumbled away.

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