The weight room, normally a sanctuary, felt like a cage. Liam stared at the barbell, unable to bring himself to lift it. His hands trembled. Coach Henderson had been avoiding his gaze all morning, a sure sign that something was off.

He felt a strange tightening in his chest. He kept thinking about the mistakes he made in the last game. He imagined the coach's words, the polite dismissal. The thought sent a jolt of ice through his veins.

He looked at the empty bench. He wanted to be good enough. He wanted to be a part of the team. Each breath was shallow. He closed his eyes.

Emotion: anxious

Cluster: Fear / Anxiety
PC1 (Valence): -1.99 Negative
PC2 (Disposition): -0.24

Role in Research

This story is one of 1,000 stories generated for the emotion anxious. 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 anxious stories, after denoising with neutral dialogue baselines, produces the anxious emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the anxious vector is projected through the unembedding matrix.

Promoted:
😣0.315
😖0.302
worse0.297
😰0.285
own0.267
Suppressed:
la-0.441
a-0.382
de-0.365
"-0.256
happy-0.256