The humid air of the Florida summer clung to Maria like a shroud. Her sister, Isabella, had just declared her intention to embrace Buddhism. Maria felt a leaden feeling in her chest, a weight that followed her as she meticulously arranged the silverware on the dining table, the clinking a shallow counterpoint to the news. Everything felt…constrained.

She had pictured Isabella beside her for countless holidays, their shared Catholic upbringing a sturdy foundation. Now, this shifting of beliefs had redrawn the family map, and Maria felt the edges of her own existence blurring, the familiar landmarks fading.

Later, she found herself staring into the swirling water of the washing machine, the churning a dizzying echo of her thoughts. She felt like she was wading through molasses, the everyday tasks consuming all her strength. Her usual energy was depleted; a numbness had settled in her limbs.

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