Her stomach twisted into knots. Across the country – the words felt like a sentence, a final decree. She sat across from her friend, the vibrant energy she usually enjoyed now a source of agony. She watched, numb, as the other woman excitedly shared her plans.

The small, cozy apartment seemed to transform, the familiar rooms shifting and distorting, the air becoming thick and heavy. She felt the urge to claw at the walls, to break free from the invisible chains that held her.

Her hands shook as she reached for her coffee cup, the ceramic cold against her skin. She wanted to scream, to weep, to lash out. Instead, she stared at the swirling liquid, a perfect reflection of the chaos within.

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