Clara sighed, surveying the small, meticulously kept garden. The hedges were perfectly trimmed, the roses in full bloom. It was, as always, flawless. But the perfection felt sterile. The letter, delivered by a messenger, was from her daughter, who had moved away years ago. It was a letter expressing remorse for the ways she had hurt her, the lack of support. Clara reread it, the words swirling in her vision, the tears blurring the carefully manicured landscape. She felt her chest tighten, the tightness of her chest as the wind rustled the leaves.

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