“More tea, Liam?” his mother asked, her voice soft and soothing, too soothing. He glanced at the drawing Lily had sent, that thing with the button eyes was there again, now a part of the family portrait. He gripped the edge of the table, knuckles white. The meal was lovely, the conversation was fine, but the easy camaraderie felt like a cage. He looked at the window, the rain outside drumming a melancholic rhythm on the glass. He wanted to scream, to run, to simply disappear. He gave a curt nod to his mother and excused himself.

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