The courtroom felt like a pressure cooker. David had been fighting for custody of his daughter, battling accusations of neglect based on a medical record that wasn't his. Then, the truth. A technical glitch, a swapped file. He was vindicated, declared innocent, but the damage was done. The accusations had taken root.

He sat rigid, his jaw clenched, as the judge's words washed over him. He was free, but he couldn't move past the stain on his reputation. The lawyers were shaking hands, moving on to their next case. His lawyer patted him on the shoulder and told him the ordeal was over. David wanted to feel victorious, to cheer, but his legs were locked in place. He felt as though the celebration was someone else’s.

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