The lawyer’s voice was polite, even apologetic. “It was a rather… messy divorce. And the house was, shall we say, a point of contention.” Mark felt a strange prickling sensation on his skin as he listened. A point of contention. His house, his meticulously chosen, beautifully renovated house, was now a footnote in a tragedy.

He'd spent years building his life, brick by brick. His ex-wife, they'd agreed, would take the house. It's how it worked, the story was always the same.

He thought of the new owners, the ones who had a story to inherit. The ones who would have a history with the place. He imagined them sitting on his perfectly arranged patio, sipping wine, and knowing.

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