The park was supposed to be a romantic setting. The sun was setting, the sky a glorious wash of orange and purple. The park, however, had turned into a prison. The picnic basket lay forgotten beside him. He sat in silence with Eleanor. She was talking about her day at the flower market, but his focus was elsewhere.

He watched a couple stroll hand-in-hand in the distance, a pang of what he thought was recognition, but wasn’t. He didn't want to talk, he didn't want to answer her questions, he didn't want to smile. The air seemed thin, difficult to breathe. He wanted to scream.

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