The school hallway seemed to stretch infinitely, a labyrinth of echoing footsteps and whispered anxieties. Frank's palms were slick with sweat. He knew, with a certainty that chilled him to the bone, that Mr. Harrison, the tyrant, still roamed these halls. Now he was teaching his son, Ben. The fear was a cold weight in his stomach.

He took a deep breath, the stale air thick with the scent of disinfectant and the ghosts of his own childhood failures. He had failed the spelling test, just like he would fail everything else. He found himself picking at the peeling paint of the lockers, feeling the familiar stir of dread. He wanted to go back.

He saw Mr. Harrison approaching, his face unreadable. Frank tried to smile, but his lips felt stiff, frozen. He felt like he was back in the classroom, a child again, facing the wrath of a disapproving authority.

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