The bank statement lay on the table like a damning indictment. Sarah. Her husband, Daniel, felt a coldness creep into his bones. His own accounts seemed inadequate. They were supposed to be a team, weren't they?

He found himself scrutinizing every purchase she made, every conversation she had. He pointed out small details, the things she didn't do, and took his complaints to a new level.

One evening, he abruptly announced that he was going out. He didn’t say where. He didn't say when he'd be back. He walked out the front door, the setting sun casting long, ominous shadows behind him.

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