Inside the old jewelry box, nestled amongst tarnished silver and forgotten trinkets, was the list. "Ride a horse." "Learn to paint." "Visit a foreign country." Chloe ran a finger over the smooth, worn paper. She felt a familiar hollowness inside, a feeling she knew well. She hadn’t felt any desire to do anything new for a long time.

She looked around her apartment, a space she had once loved, now feeling like a cage. The furniture seemed to be shrinking, the walls moving closer. She hadn’t seen her friends in a month.

She looked back at the list, her eyes lingering on the neat handwriting. She closed her eyes. She reached for her coat. She wanted to walk, to move, to be anywhere other than where she was.

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