"You were so close, Alex," the coach had said. "We're going with a different strategy." Alex had wanted to scream. He wanted to rage and demand to know why.

Now, he watched the team warm up from the stands. Each drill, each pass, each shot was a reminder of his own exclusion. He'd been practicing, shooting, and training for months. He'd put his heart and soul into this.

He saw his teammates laughing and sharing jokes. He felt a pang in his chest. A sharp, stinging emotion. He leaned back in his chair and crossed his arms. The game hadn't even started, but he felt as though he'd already lost.

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