The fence was a joke. It looked sturdy enough, redwood planks set deep in the earth, but the gap under the gate was enormous, a canine invitation. He eyed the fluffy, white Samoyed, blissfully ignorant of its freedom, sniffing at a rose bush. He slammed the back door, a sharp crack of finality. He had a deadline. Every minute the dog was out there was a minute wasted. His fingers drummed a frantic rhythm against the kitchen counter. He pulled the blinds, plunging the room into artificial twilight.

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