The rhythmic tick of the grandfather clock in the therapist’s office echoed in Charles’s ears, each tick a reminder of the time slipping away. He felt a constant pressure pressing down on his chest, constricting his breath. Days blurred into weeks, weeks into months, the same cycle of work, eat, sleep. His life was a slow slide into the abyss.

He hadn’t realized who the therapist was until he arrived. It was Emily Carter, the girl who used to torment him in junior high, the one who’d orchestrated his public humiliation. Now she was Dr. Emily Carter, and she was asking him about his life. The irony was almost unbearable.

"Describe to me," she said, her voice soft, "what it's like to navigate your daily existence."

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