He sat in the park, the swing set creaking gently in the breeze. He watched the children play, their laughter echoing through the trees. They were playing the same games he and Emily had played as kids. He remembered the feeling of freedom, the joy of shared secrets. Emily had walked by, with her new family. She smiled, nodded. Her eyes did not recognize him. The silence between them was an ocean that threatened to drown him. He felt as though he could not get out. He felt like he would stay there forever.

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