The dusty attic felt heavy on Amelia, the air thick with the scent of mothballs and forgotten memories. She sifted through boxes of her late mother’s belongings, hoping to find some clue, some reason for the sudden revelation. A brother. A name she'd never heard before, whispered now by a lawyer. She felt a profound weariness, the kind that settled deep in the bones. Outside, the world bustled with activity, but inside the attic, time seemed to stand still, each movement deliberate and slow. She picked up a faded photograph, a portrait of her mother, her smile enigmatic. Amelia felt a tightening in her throat, a blockage preventing her from moving forward.

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