He imagined the sun beating down, unobstructed, on the empty space. Thomas tried to swallow the feeling that was building in his throat. Across the fence, Mr. Harrison was insisting on removing the old cedar.

Thomas clenched his fists, knuckles white. The cedar had always been a haven, a place to hide. Now, it was threatened, and so, it seemed, was he.

He looked around his yard, the trees, the flowers, the things that were once his, and the borders that seemed so strong. Each one was a reminder of something lost, and of something he was being forced to relinquish.

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