He stared at the blank screen, the cursor blinking like a taunt. The story wouldn't come. The words remained locked away, the ideas stubbornly refusing to form. He felt like an actor trapped in a never-ending rehearsal, his lines forgotten, his performance lifeless. He was supposed to be writing, but he wasn't.

A call from his therapist, Dr. Albright. She had recommended a meeting. Someone else with an unusually specific profile. A woman. Her name was Evelyn.

Evelyn's arrival filled the room with a strange, nervous energy. The doctor explained. They shared a rare autoimmune disorder, one that seemed to defy definition. They had the same limitations, and, in a strange way, the same understanding of a life that felt incomplete.

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