He saw her name on the directory. Dr. Thomas Blackwood – Psychotherapy. The same Thomas Blackwood who used to torment him in the schoolyard, the one who’d tripped him in the mud and laughed as he struggled to his feet. Now, he was helping people.

A cold shiver snaked down David's spine. He'd considered therapy, briefly, after the divorce. But he'd dismissed the idea. Weakness, he’d told himself. He could handle things on his own.

He slammed the phone back onto the receiver, the plastic cracking slightly. He hated the way his hands were trembling. He hated the way a picture of Thomas, handsome and assured, flashed in his mind.

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