Rain hammered against the windows of the coffee shop, mirroring the frantic drumming in Amelia's chest. She traced patterns on the condensation, the warmth of the latte doing little to thaw the icy knot in her stomach. Across the small table, Liam, her childhood confidant, laughed at something the barista had said. His eyes, once so readily meeting hers, now flitted over her, landing on her, but not *seeing* her. The casual greeting – “Hey, what's up?” – felt like a physical blow. The way he leaned back in his chair, gesturing animatedly, felt as though a chasm had formed between them. The old stories, the secret jokes, the shared dreams… gone. He acted like she was a complete stranger. It felt like she was trapped in an invisible cage.

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