He sat on the porch swing, the swing's rhythmic creaks a counterpoint to the racing of his pulse. He had discovered Sarah's bucket list, carelessly tossed into the recycling bin. "Run a marathon." "Adopt a dog." "Find happiness." He felt a tightening in his throat.

The setting sun cast long shadows, painting the lawn in hues of orange and purple. The air was heavy with the scent of honeysuckle, but he could barely take a breath. He reached for his phone, scrolling through her contact list, her smiling face in every profile photo a painful reminder.

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