The invitation arrived with a glossy sheen, a promise of barbecues and communal laughter. Mrs. Gable, next door, wanted to build a fence. A beautiful, white picket fence, to define the boundary between their properties. Amelia reread the invitation three times, her fingers tracing the perfect script. A lump formed in her throat. She hadn't left the house in three weeks.

Her gaze drifted to the overgrown rose bushes, their thorns a tangled mess. She should prune them. She should call the plumber about the leaky faucet. But the thought of doing any of it felt like wading through molasses. The fence, a neat, deliberate line, a symbol of order, felt like a cruel joke.

She closed her eyes, imagining the neighbor’s happy face. The thought of that interaction brought on a sense of unease. A profound quiet filled her head. This was it, the moment she had to make a decision.

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