The request came with a plate of freshly baked cookies, a sugary offering from the woman next door, Sarah. “Just a corner, darling! For herbs. I promise I won’t bother you.” A warmth bloomed in Maya’s chest, a momentary easing of the tightness she had been carrying. Her gaze drifted to the untended corner of her yard, choked with weeds and forgotten dreams. She smiled, took a cookie, and agreed.

That night, she stood outside, the scent of the cookies mingling with the sharp tang of the evening air. She picked at the chipped paint on the fence, a rhythmic gesture that had become a habit. She felt the pressure in her temples, a dull ache that seemed to seep into her bones. She longed to run, to escape the confines of her life, but the ground held her fast.

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