The pre-dawn chill of the track felt sharp against his skin. The air tasted of burnt rubber and anticipation. He waited. He watched the coach with a deep scowl.

The other runners, especially David, seemed to glow with anticipation. He had worked as hard as anyone. He thought he should have made it.

He listened to the coach's words. It became clear. He wasn't chosen. He watched David, who had made it, embrace his family and friends.

His jaw clenched. He turned and slowly began walking towards the parking lot. He didn't speak to anyone, just focused on placing one foot in front of the other. His shoulders slumped, the initial sting of the cold air suddenly feeling like a crushing weight.

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