The aroma of freshly baked bread filled the kitchen, a stark contrast to the chill that had settled in Ben's heart. He'd found the list, a list that belonged to his girlfriend, Emily. *Go backpacking through Europe. Learn to play the piano. Open a bakery.* He felt a sense of… something akin to remorse. He felt an undeniable responsibility for the current state of things.

He leaned against the counter, the smooth surface cold against his back. He watched Emily arrange the loaves on a cooling rack, her movements graceful and effortless. He felt a deep disconnect, a sense of having failed. He took a deep breath, and the smell of the bread did not bring him any solace. The world outside, through the window, seemed so full of light, and they were stuck here.

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