The sun was setting, casting long shadows across the park, but David couldn’t enjoy it. The news, the diary, felt like a chain around his ankles, preventing him from moving forward. He sat on a bench, watching children play, their carefree laughter a painful reminder of his own past. He’d felt such promise then, such potential. He looked at the bustling city, its vibrant energy now something he could only observe from the outside. He felt weighted down, unable to connect with the world around him. He couldn't imagine leaving this place.

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