The rhythmic tap of the hammer and the smell of wood shavings, an escape to John, now seemed to press down on him. His woodworking bench, once his retreat, felt more like a cage.

His daughter, Maisie, possessed an innate talent, crafting intricate furniture with remarkable skill. Maisie’s shop was successful, her designs celebrated. John felt an inexplicable weight.

He watched Maisie meticulously carve a piece, his hands itching with the familiar desire to participate, but also a feeling of something missing, a sense of having been left behind. He stood there, just watching, feeling something cold and heavy in his chest.

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