The weight of the news settled upon her like a lead apron. Her mother, Evelyn, was joining a new age spiritual group. Her name was now "Gaia," and her entire wardrobe would be flowing dresses. Martha felt like the ground had given way beneath her feet.

She found herself staring at the photograph on her desk, a picture of her and her mother at her graduation. The familiar faces felt alien. The laughter felt distant. She replayed the conversation in her mind, the words echoing in her ears.

The world had become a blurred landscape. She felt a profound sense of being held back, unable to move forward, as if a thick, unseen net had been cast over her life. She took a deep breath, but the air felt thin and unsatisfying.

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