"Just relax," his teammate, Ben, had said earlier, clapping him on the back. Easy for him to say. James stared at his reflection in the mirror, his face a pale canvas of tension. He’d skipped dinner, his appetite completely gone.

He remembered the way Coach Anderson had observed him during the last scrimmage, a slight frown creasing his brow. He didn’t know what to expect.

He glanced at his phone again, half-expecting a message, half-dreading it. The silence was maddening. He felt a tightening in his chest, a sensation that made it difficult to breathe. He needed to get through this.

Emotion: worried

Cluster: Fear / Anxiety
PC1 (Valence): -2.02 Negative
PC2 (Disposition): -0.43

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
worse0.285
S0.279
😰0.277
😣0.269
Worse0.250
Suppressed:
la-0.476
de-0.432
🎉-0.233
happy-0.231
"-0.228