The musty scent of old paper filled the air as Chloe started her tedious chore. She unearthed a photograph of her uncle, a man famed for his unwavering morality, grinning alongside a group of rowdy soldiers. It contradicted everything she'd ever been told, everything she'd believed about his life. The truth made her feel as though she was being swallowed up by an inescapable void. She sat there, the air around her thick with unspoken secrets. She ran her hands down her arms, feeling a strange chill, a coldness that seemed to emanate from within. The weight of this new knowledge was almost unbearable.

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