He stared at the photograph in his hand, a faded image of him and Lily, laughing on a beach, both of them covered in sand. He tracked her down to her home. Her door opened, she peered out, not recognising him.

He felt the color drain from his face. Her eyes remained blank. He suddenly found himself feeling pinned. He forced a smile but the muscles in his face seemed too stiff. He was stuck, rooted to the spot. The world around him seemed to narrow, the cheerful houses of the neighborhood suddenly mocking his situation.

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