The weight room seemed to shrink with every passing minute. James ran his hands through his hair, over and over, as if trying to physically smooth out the tension. He'd always been a point guard, the heart of the team, the one who orchestrated the plays. Now, the coach wanted him to play center.

He looked at the barbell. He felt suddenly heavy, weighed down by this new expectation. His stomach churned. It meant blocking, rebounding, the physical clashes. He was a thinker, a strategist. He didn’t want to bash bodies.

His chest felt tight, constricted. He wasn’t sure he could do this. He was sure he *didn't* want to.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229