The humid air of the gym hung heavy, thick with the scent of sweat and anticipation. Maya watched from the bench, a knot forming in her stomach. Coach Miller clapped his hands, signaling the drill. "Alright, Jackson, you're on point guard. This week, we're trying something new."

A flicker of something sharp, almost a pang, went through Maya as Jackson, typically a forward, grinned and jogged onto the court. The ball felt wrong in her own hands, almost alien. She dribbled, the familiar rhythm now stilted. Her breaths became shorter, quicker. She found herself watching Jackson, studying his movements, a frown etching itself onto her face.

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