He woke with a gasp, the dream of escape still fresh in his mind. He sat up, heart pounding, in the darkness of the room. The oppressive silence pressed in on him.

He pulled the covers tighter around himself. He felt a physical constriction in his chest, making it hard to take a full breath. The walls seemed to be closing in.

He listened to the rhythmic snoring from his father's room, a sound that, under different circumstances, might be comforting. Tonight, it grated on his nerves.

He longed for the open road, a wide horizon, a space where he could be untethered, unburdened. He felt the familiar urge to flee, to run until the feeling subsided.

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