The silence in the renovated Victorian house felt oppressive. David paced, his steps echoing on the polished hardwood floors. Each room was perfect, yet he felt profoundly disconnected, like an actor on a beautifully designed stage, but playing the wrong part.

He had promised himself a weekend of organizing his things. The yard sale was a chaotic mess of discarded memories, but his heart jumped when he saw it. The bear, Rupert, sat in the middle of a blanket, looking sadder than he remembered.

David picked up the bear, a silent tear escaping as the old fabric felt familiar against his skin. This wasn’t a solution, he knew, but maybe it was a key. Maybe Rupert could help him unlock the door to his past, and finally start moving forward.

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