The coach had that look in his eyes again, the one that meant change. "We're moving you to the back line, Maria." Maria's shoulders slumped. She was a midfielder, a runner, the engine of the team. The back line was about defense, a role she hated.

Her hands fidgeted with her jersey. She felt the pressure of the new expectation. Her usual excitement for the game felt replaced by a heavy sense of dread.

The field was a maze she couldn't escape. Her teammates, their positions unchanged, seemed like distant figures. The air around her felt thick, difficult to breathe.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322