"Well, that's just fantastic," muttered Sarah, staring at the destruction of the birch tree that had landed on the roof of the shed next door. She’d been meaning to re-organize her own attic for weeks. The boxes were still there, cluttering the stairs.

Her stomach churned. She felt as though she couldn't move, as though some invisible force held her back. The deadline for her work project loomed, the pressure building, adding to the tension.

She picked up the phone, intending to call her friend, but then put it down. She felt the walls closing in, the air thick and hard to breathe. The world seemed to be moving on without her.

She walked into the living room, and sat down on the sofa, her gaze settling on the television, the only safe space.

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