The vibrant colors of the art supplies in front of her mocked her. Sarah had lost her inspiration months ago. It had been replaced by the friend request from Chad Miller. It was a digital summons, echoing the past she had been trying so hard to leave behind. She had locked herself away in her studio, hoping to get back to creating. The silence was deafening.

Her fingers traced the edge of a canvas, smooth and untouched. The empty space felt like her own potential, unrealized. She closed her eyes, the familiar weight of frustration settling upon her. She desperately wanted to break free, but she couldn’t. She tried but found it impossible.

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