He stared at the whiteboard, the diagram of plays swimming before his eyes. "You're moving to center forward, Liam," Coach Johnson had announced, his voice matter-of-fact. Liam, the team's defensive midfielder, felt a knot tighten in his chest. Attack? He’d always been the one to shut down attacks, not initiate them.

A sudden, prickly heat crawled up his neck. He felt like he had a permanent shadow over his shoulder. The thought of sprinting, of trying to score, seemed an impossible task, a hill too steep to climb. He hadn't asked for this, hadn't wanted this.

He went through the motions at practice, but he was clumsy, awkward. The ball felt foreign at his feet. His teammates’ casual words of encouragement felt like taunts. His usual confidence had shriveled, hidden from the world.

Emotion: troubled

Cluster: Fear / Anxiety
PC1 (Valence): -2.20 Negative
PC2 (Disposition): -0.81

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😞0.343
S0.317
ness0.302
😔0.294
😢0.272
Suppressed:
de-0.553
la-0.511
l-0.307
/-0.260
(!)-0.236