The news struck Ethan like a physical blow. The scholarship, the promise of a future, was awarded to another. His knuckles went white as he gripped the steering wheel of his car. The world felt muted, as if someone had turned down the volume. He was alone, isolated by the injustice.

He began working harder, longer hours, the physical exhaustion a temporary balm on the emotional wound. He found himself deliberately avoiding the recipient, the sight of their carefree existence a constant reminder of his loss.

The nights were the worst. He tossed and turned, replaying the rejection in his mind. He lay in bed, staring at the ceiling, feeling an alienating emptiness.

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