He spotted it immediately. A flash of familiar blue amidst a sea of junk. His stomach lurched. The bear, missing an arm and one eye, was propped up against a chipped ceramic cat. It was *his* bear, Barnaby. He remembered tearing the arm off when he was angry at his parents.

A woman with a scarf and sunglasses was already examining it, her voice lilting as she pointed out the imperfections. He felt a surge of… something. He clenched his jaw, his fingers curling into fists.

He wanted to scream.

He approached the table, a forced smile plastered on his face. “Excuse me, how much for that… cat?”

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