He stared at the title. "James Riley: The Quiet Man." His hands started to sweat. He had built his life on privacy, on anonymity. Now, here it was, exposed for all to see. He felt a sharp jab of pain in his chest.

His breathing grew shallow, rapid. He backed away from the book, as if it were a dangerous object. He felt a sudden, inexplicable urge to flee.

He grabbed his coat and keys, the movements mechanical, and without a second thought, he left, slamming the door behind him. The cool night air offered little solace.

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210