The screenplay was his life, at least it had been. Every day, he sat at his desk, pouring over the script, trying to fix the problems that seemed insurmountable. Lately, it had begun to feel like he was wading through treacle.

Then, a message arrived from his agent. "I've seen a pitch," the message read, "that's alarmingly close to yours. Check out this attached."

He downloaded the document, his heart pounding in his chest. It was his story, his characters, his dialogue. Word for word. He stared at the screen, a sense of crushing disappointment overcoming him.

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