The floral arrangements seemed to mock Maya with their vibrant colors. She felt drained, as if her soul had evaporated. She had been avoiding this wedding for weeks, dreading the inevitable encounter. Now, here she was. The bright lights of the reception hall blurred around her. Every forced smile felt like a herculean effort. She observed him from across the room, the way his hand rested on the back of the woman he was with, and it brought a sour taste to her mouth. She wished she could just disappear.

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