She found it tucked between a magazine and a credit card bill. She recognized the name immediately. It was from her ex-husband, Robert, and offered an apology for his infidelity, the affair that had shattered their marriage and her heart. They hadn't spoken in fifteen years. She was stunned.

She felt an overwhelming sensation of… nothing. She read and reread the letter. Her face was expressionless, her movements robotic. She dropped the letter onto the table, and went into the kitchen and made a cup of tea, as if she was in a trance. The only thing she could feel was the warmth of the mug in her hands.

Emotion: surprised

Cluster: Surprise / Confusion
PC1 (Valence): -0.58 Negative
PC2 (Disposition): -0.18

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
que0.495
de0.447
la0.431
l0.323
😳0.296
Suppressed:
每天-0.269
cheerfully-0.249
ing-0.238
alleviate-0.224
gladly-0.219