Rain lashed against the windows, mirroring the relentless drumming in Michael's skull. He'd poured his heart into building model trains, intricate layouts that snaked across the basement floor. It was his sanctuary, his escape. Lately, though, his daughter, Lila, had commandeered it. She'd spend hours down there, her face illuminated by the flickering signal lights, her tiny hands expertly placing miniature figures. He’d catch her staring at him, her eyes bright with a familiarity that chilled him.

He avoided the basement now, the silence of the rest of the house somehow more oppressive. He’d take longer walks, wandering until his legs ached, anything to put distance between himself and the railroad tracks. The phantom scent of oil and metal still clung to his clothes, a constant reminder.

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