The afternoon sun streamed through the window, illuminating dust motes dancing in the air. I saw her then, across the room. She was wearing my favorite shirt, the one I'd bought at that vintage shop last week, the one I'd written about in my journal. It felt like a punch.

I clenched my jaw, the muscles in my neck tightening. She was talking animatedly on the phone, laughing. I hated her, I realized, in that moment. Her perfect teeth, her effortless charm, her complete disregard for… for anything.

"Hey," I said, my voice barely above a whisper. "Can I talk to you for a second?"

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