The city noise was a relentless pressure against Clara's ears as she walked to her job. Another day, another cycle of tasks, another reminder of her own stagnancy. This news felt like a detour, not a new path. A half-sister, living in another state. The letter felt heavy in her bag, a physical representation of the weight she carried. The thought of reaching out, of building a relationship, felt daunting, like trying to climb a mountain. She looked up at the towering buildings, their glass facades reflecting her own hesitant expression.

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