The weight of the clay in his hands felt foreign, the texture unfamiliar. Peter had devoted himself to pottery for years, the tactile experience of shaping the clay a calming force in his life. His son, Liam, embraced the craft with an unmatched tenacity. Liam would spend hours at the wheel, his creations far more elegant and technically proficient than Peter's.

Peter would sit on the porch, watching the sun set, the golden light reflecting off the still-wet pottery, the air thick with the smell of wet earth. He felt a constriction in his chest. His studio had become a place he avoided, a monument to a passion that was no longer his own.

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