He stared at the menu, the fluorescent lights of the diner humming overhead. His gaze blurred over the words: "Chef Anton's Special Chili." A sigh escaped Leo's lips, heavy and thick like the steam rising from his lukewarm coffee. His father's recipe. The one he'd perfected in that tiny, forgotten restaurant. The one he’d poured his heart into for years. Now, it was being served up across town by some hotshot in a toque, a culinary star. The ache in his chest was a dull throb. He felt the phantom weight of the apron he used to wear. He ran a hand through his hair, the strands rough and unruly, reflecting the turmoil inside.

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