The aroma of cinnamon and nutmeg hung in the air, a fragrant reminder of what she wasn’t. Clara watched the cooking show, a celebrity chef on the screen demonstrating her "Secret Spice Cake". A familiar knot tightened in her stomach. It was her Aunt Mildred's recipe, passed down through generations. A recipe she shared years ago, carelessly. Now, it was a sensation, a nationwide trend. The studio audience clapped enthusiastically, their joy a stark contrast to the hollowness she felt. She turned away from the television, and the weight of it all pressing down on 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