The good news came via a phone call, and it was her friend, Alex, who'd gotten the job. It was the same one she'd applied for, the one she’d desperately wanted. A cold, hard feeling settled in her gut as she congratulated Alex.

She put down the phone, then paced her apartment, her heart racing and her hands clammy. The furniture in her home suddenly felt too familiar, too small.

She skipped dinner. She sat on the balcony, watching the city lights come on. Each tiny flicker seemed to mock her, a constant reminder of her own perceived failure.

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