"It’s just… incredible," the doctor was saying. "Your case is so similar to the other patient, Ms. Evans. It’s almost… uncanny."

He forced a smile, the muscles in his face protesting. He'd come to the clinic hoping for answers, for some kind of break, and instead he was confronted with a mirror image of himself. And she was… thriving. Her test results were perfect. Her energy levels were off the charts. He saw her in the hallway later that day; she was chatting animatedly with the nurses, her laughter echoing down the corridor.

He stared at her, a knot forming in his stomach. He’d barely been able to leave his apartment in weeks. Why was she so lucky? He turned away, his cheeks burning.

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