The bustling city street seemed to blur around him. Sarah had discovered that Mark, who had always proclaimed to be a famous architect, was actually a draftsman. This knowledge twisted within her gut.

She took a shaky breath, trying to dispel the dizzying feeling. The buildings around her, the ones he claimed to have designed, now felt like mocking reminders of his lies. She felt a profound sense of limitation, as if every pathway was blocked.

Her own life felt suddenly inadequate, her own dreams somehow diminished. Her boots felt heavy, as if weighted to the ground. She couldn’t speak, she couldn’t move.

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