The dusty curtains in Sarah's apartment filtered the sunlight, casting long shadows across the floor littered with unopened mail. The bills she couldn't pay, the invitations she couldn't attend, all gathering like a pile of debris. She felt a profound weariness, an exhaustion that seeped into her very core. She’d made the appointment out of desperation.

She recognized the therapist immediately. Mark Jensen, the boy who used to steal her lunch money and call her names. He looked older, his face etched with a maturity she didn't recall. He had an empathetic gaze, one that seemed to dissect her very soul.

"Tell me about what’s happening," Mark prompted, his voice gentle. Sarah began to describe her life, the same day repeating, the same choices leading to the same dead ends. The words felt heavy, cumbersome, like rocks she was struggling to carry. She felt like she was in a canyon, with the same walls on either side, that didn't seem to get any closer.

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