The sleek lines of the yacht, docked just a few houses down the street, mocked him. He couldn’t bring himself to look at it for very long. It felt like a personal insult. A hot flash ran through him.

He knew from the newspaper clippings that Mr. Abernathy, his neighbor, had bought the vessel. He'd never exchanged a word with Abernathy. The man remained an elusive figure, the source of so much unspoken discontent.

His own boat, a small dinghy he’d inherited from his father, felt insignificant and pathetic. He could not bring himself to look at it. He felt ashamed.

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