"They're hanging my poems," Maya said, her voice barely a whisper. She stared into her reflection in the glass of the window, seeing a stranger's face. Her poems, scribbled in a notebook and meant only for her eyes, now plastered onto the walls of a trendy bookstore. Each word a scream she didn't realize she had let out.

The thought of an audience brought a physical tightening in her chest. She remembered the feeling of writing, the escape, now replaced by an overwhelming sense of violation. This place, once offering refuge from the world, now served only to spotlight her vulnerability.

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