The sunlight glared through the window, highlighting the dust motes dancing in the air, a visual representation of how aimless her days had become. She had meant to start that yoga class, she meant to call her sister, she meant to do a hundred things, but all she did was stand there. As always, she heard the tell-tale jingle of a dog tag. The familiar, rhythmic thud of paws on the grass. The weight of inaction pressed down on her, leaving her feeling mired in something thick and unmoving, like the swamp she'd seen on her trip to Louisiana.

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