"So, you're moving to the backfield?" John's teammate, Mark, was practically buzzing with excitement. John could barely meet his gaze. The news had dropped like a lead weight in his stomach, sinking him. The coach's words still echoed: "John, we need your speed back there."

He was a lineman. A damn good one. He’d built his reputation on bone-jarring tackles and anchoring the offensive line. Now, he felt the familiar ache in his jaw as he forced a smile. He excused himself and went to the locker room and stared at his reflection, a strange sort of heat building in his chest.

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