"Just breathe," Maya muttered, staring into the mirror. Her reflection mirrored her unease: pale skin, shadowed eyes, a tight mouth. Her father, the gregarious life of every party, was retiring, and she, the quiet, introspective daughter, was tasked with the speech. She wanted to tell them something more than the usual platitudes, something that didn’t feel like a practiced performance.

She tried to jot down some memories, but her pen seemed to resist, moving in slow motion across the page. Each word felt like a mountain to climb. The pen would stop and hover, and her thoughts would swirl, catching her again in the same cycle of inaction. She crumpled the paper, the sound a sharp crack in the otherwise silent room. She felt like she was trapped in a glass box, watching everyone move forward while she remained in place.

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