“We need you to be more versatile, Jackson.” The words echoed in his ears as he sat on the bench. He had always been a sprinter, his life about speed, the glorious rush of crossing the finish line first. Now, his coach wanted him to train in the hurdles.

He watched the other runners, feeling detached. Their movements seemed fluid, free. He felt the weight of the new training. His muscles, so used to a particular set of motions, now had to conform to another.

He tried to stretch, but his body felt stiff, unwilling. The track, usually a place of boundless possibility, suddenly seemed to shrink around him, the lanes merging into a single, inescapable path.

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