The flour sifted through Amelia's fingers, a ghostly cloud in the dim kitchen light. Another batch of lemon poppyseed muffins. Just like every Tuesday. The rhythmic tap-tap-tap of the spoon against the mixing bowl filled the quiet space. It was a tedious comfort, a predictable dance. The phone buzzed, a familiar annoyance. Another call from her mother, asking about grandchildren. Amelia ignored it, the dough a cool, yielding balm against her tense knuckles. Then, the article. A local food blog. “The Golden Poppy: A Must-Try Breakfast Treat!” Amelia scrolled through the glowing review, the accompanying picture… Her muffins. But the name? The Golden Poppy. Her grandmother's recipe, now a sensation, lauded by everyone but her.

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