"Alright, so the first thing you want to do is grab the mop," instructed Clara, her voice devoid of its usual energy. Her replacement, a young man named Alex, had a spring in his step as he walked the halls. Clara felt a strange disconnect, like a ghost watching a play.

The scent of cleaning solution and stale air filled the corridor. She'd scrubbed these floors for years, the repetitive movements a balm to a world of complexities. The monotony had become a kind of refuge, and now she had to pass it on. Each movement felt like wading through thick mud. The prospect of starting over was daunting.

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