From the high-backed armchair, the world outside blurred, a watercolor wash of gray and green. Leo watched the slow passage of clouds across the sky, his mind a stagnant pool. He hadn't left the house in days, a prisoner of his own apathy. The curtains remained drawn, blocking out the sun and the future he couldn't face.

He learned the house was where someone had died violently, but the details didn’t even register. It was just another element of the grim picture that painted his existence, a morbid shadow of his own inertia.

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