The old house felt colder than usual. Sarah shivered, despite the fire crackling in the hearth. The draft resignation letter, neatly folded and dated, belonged to her stepmother, a woman Sarah had never really known. She found it in a box of old photographs.

The letter was a poignant plea for a different life, a life away from the relentless demands of her career. Sarah’s breath hitched. She recognised the feeling, the slow, insidious creep of dissatisfaction. She saw her own reflection in those carefully chosen words.

She felt the familiar pressure in her temples, the tightening of her chest. She needed air, space to breathe. She threw another log on the fire, the flames reflecting in her tear-filled eyes. Something needed to give.

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