The scent of incense filled the small living room, a sharp, unfamiliar aroma. Her grandmother, Elena, announced her decision to join the local Wiccan coven. Elena had always been the rock of the family, and now, a new, unfamiliar Elena was emerging. Sarah felt a profound sense of disorientation.

She stood frozen in the doorway, unable to cross the threshold, the physical barrier mirroring the emotional chasm that seemed to have opened between them. Her hands, usually graceful, felt heavy and clumsy as she fidgeted with the hem of her dress.

Later, she found herself walking aimlessly through the park, each step feeling like wading through quicksand. The cheerful laughter of children grated on her nerves. The vibrant green of the trees felt too bright, too energetic. She felt a profound sense of isolation despite the crowd.

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