The city noise assaulted her ears. A cacophony of sirens, car horns, and chattering voices. Beatrice clutched the faded flyer tighter. “The Perfect Parfait: A Taste of Paradise!” the headline screamed, accompanied by a picture of a layered treat she knew intimately. It was her grandmother's recipe, the one she'd spent years tweaking, only she called it the "Sunrise Delight." The vibrant colors of the poster mocked her. She felt like a paper boat caught in a relentless ocean, the waves crashing down. Her shoulders slumped. A gust of wind threatened to tear the flyer from her hand, a small, yet significant, physical struggle.

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