The news hit Emily like a physical blow. "Mama Rosa's," the warm, vibrant Italian place, was shuttering its doors. She’d practically grown up there, celebrating every milestone with a plate of their signature lasagna. She felt a weight pressing down on her, a sense of being anchored to the spot.

She felt her jaw clench, her fists balling at her sides. The restaurant was more than just a place to eat; it was a connection to her past, a tangible link to her family. The closing meant not only the loss of the food, but a part of her history vanishing.

Her gaze drifted to the bustling street, a blur of faces and hurried footsteps, all of whom seemed unaffected. She felt detached, adrift. Each movement was labored, as though a heavy chain bound her ankles.

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