The dust motes danced in the sunbeams that pierced through the living room window, a silent mockery of his immobility. He should be cleaning, unpacking the boxes that remained stacked in the corner, but the thought filled him with a bone-deep weariness. He sat, immobile, on the floor.

The realtor’s sunny disposition evaporated when they discovered the truth. The house, she explained, was where a missing person was never found. Now, the space around him felt vast, empty, and oppressive. It was the same bleak feeling that had consumed his life for years.

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