I walked into the bakery, the sweet aroma of baking bread usually a comfort. The shop was quiet and empty, devoid of the familiar warmth of Mrs. Rodriguez, who had taught me everything I knew. Her apron was hanging behind the counter, the only reminder of her presence. Taped to the cash register was a folded note: *Follow your own recipe.* The note was a sentence, with an end and a period, but I wanted answers. I wanted direction. I reached out a hand, and let it fall. I could not move.

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