Mr. Thompson had lived in the same apartment for as long as he could remember. The wallpaper was peeling. The furniture was dated. Every item, every creak of the floorboards, felt like a chain binding him to the past. He felt his steps slow as he approached his apartment after school. A large box was sitting by the door. It contained a collection of meticulously crafted wooden tools and a simple note: “Time to build something new, Mr. Thompson.” - From Maya. A ghost of a smile touched his lips.

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