He was trapped. That’s how it felt. The letter, typed in a formal font, stated that Mr. Henderson wished to erect a six-foot privacy fence. He read the words aloud, the sound of his own voice echoing in the too-quiet house. He had been planning to paint the trim for three months. It’s what he told himself he would do.

His shoulders slumped as he reread the words. The project, the fence, felt monumental. He knew he should reply. He knew he should at least go out and look. The world outside, however, felt like a vast and daunting expanse. His legs felt heavy. He wanted to sit still.

He was in that living room. The TV blared a meaningless show, and the house began to feel like a prison. He wanted out. A different life. He longed for something more.

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