The news felt like a bomb had gone off. She had always wondered, a nagging feeling she couldn’t quite explain. Now, the answer was staring her in the face. She felt an overwhelming urge to flee, to escape the suffocating weight of this new knowledge. Her apartment, once a haven, now felt like a prison cell.

She started packing a bag, throwing clothes and essentials into it without thought. She grabbed her keys and rushed out the door. The familiar sounds of the city, the cars, the people, seemed distant, muted, like she was watching a movie. She felt compelled to run, to leave everything behind, to find a place where she could breathe. The road, as it stretched before her, suddenly seemed like her only option.

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