He had always felt a strange disquiet, a feeling in his gut whenever he read Veronica’s books. The way she effortlessly crafted her worlds, the way the words flowed so easily. Now the proof was there, and the air around Leo was thick with a strange, dark energy.

A deep sense of frustration bubbled up inside him. He had spent years struggling, his own writing constantly rejected. He knew he was talented, yet he seemed doomed to remain unnoticed. He kicked over a chair, it clattered against the wall.

He walked over to the mirror, and studied his reflection. He hated everything.

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