The house felt like a vast, echoing labyrinth. Leo stared at the peeling paint, the water stains on the ceiling. He felt as if he were lost in a maze. He ran his hand over the worn arm of the sofa, the rough texture a source of unease.

“Lunch is ready,” his sister, Amelia, called. His stomach clenched. He hadn’t eaten in hours, but he still couldn't bring himself to step foot into the kitchen. He felt his hands tighten into fists.

He looked out the window at the distant treeline, a dark, beckoning invitation. He imagined himself walking towards it. But the image vanished. His feet felt rooted to the floor. The space around him was closing in.

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