The news felt like a punch to the gut. The article confirmed his darkest fears. The author he idolized, the words he had loved, had been stolen. Thomas’s jaw clenched.

He'd spent his life trying to emulate the style, the wit, the brilliance of the man, and had always fallen short. A weight settled on his chest, a deep ache. He felt a need to break something.

He went to his study and slammed the door shut. He slammed his fist on his desk. He went to the window and threw it open.

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