The phone call had come late. "Your mother wants you to meet your half-sister," her brother's voice had been muffled, thick with sleep. He sounded… neutral. She felt a pang of something sharp and ugly in her stomach.

She agreed, of course. Drove to their old family home, the house she'd grown up in. Her sister’s car was parked in the drive, a sleek, expensive model. It was a new car.

As she entered, she saw a woman who looked like her mother, laughing, arms wide, embracing… her. She felt a burning sensation in her throat, a sudden need to leave. Her mother had never welcomed her back with such open arms. The sister's effortless elegance, her easy laughter – it was all a reminder of what she had lost.

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