The sports arena was a whirlwind of activity, the announcer’s voice booming. But, David, the team's star player, could only stare at the empty coach's seat. Coach Miller, the man who’d molded him, was gone, just like that.

David felt the familiar tightness in his chest. A sudden wave of anger surged through him. He saw the other players, their faces illuminated by excitement, and hated them. He walked away from the team huddle, muttering under his breath.

He kicked a water bottle across the floor, then turned and began to leave the arena. He didn't want to play now. Everything felt ruined, contaminated by the coach's abrupt disappearance. He wanted to scream.

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