The vibrant colors of "Spice Route," his favourite Indian restaurant, seemed to fade as he read the sign. It felt like the rug had been pulled out from under him. He relied on the restaurant to provide some semblance of predictability in his chaotic life.

He ran a hand through his hair, his movements slow and deliberate. The thought of exploring other dining options felt overwhelming. The familiar flavors, the comforting warmth of the atmosphere, were gone. He felt a strong pull to stay and re-read the notice.

He wandered aimlessly through the city streets, the noises and lights of the metropolis intensifying his disorientation. The world seemed too big, too complex, too unpredictable. He felt paralyzed in his efforts to move forward.

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