The familiar squeak of the school bus brakes made Robert's chest tighten. His son, Ben, was off to school to meet the same Mrs. Miller who had always made him feel insignificant. The feeling was akin to being a plant, roots tangled in place, unable to grow.

He had dreamed of being an architect, creating something that would last. Now, he was a carpenter. The town held him. The mountains in the distance beckoned, but he couldn't seem to leave.

Robert watched Ben bound onto the bus, a knot forming in his stomach. The past was a heavy weight, and he carried it with him.

Emotion: stuck

Cluster: Sadness / Despair
PC1 (Valence): -2.17 Negative
PC2 (Disposition): -0.72

Role in Research

This story is one of 1,000 stories generated for the emotion stuck. 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 stuck stories, after denoising with neutral dialogue baselines, produces the stuck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the stuck vector is projected through the unembedding matrix.

Promoted:
S0.487
缺乏0.401
L0.361
每天0.348
stagn0.348
Suppressed:
l-0.472
la-0.346
随后-0.322
undamaged-0.268
C-0.263