The email popped up on her screen. "Regret to inform..." The phrase echoed in her head. Clara stared at the words, her mind struggling to process their meaning. She felt a lightness, as if she were floating. Then, as the reality sank in, the lightness became a lead weight in her stomach.

She blinked rapidly, trying to clear her vision. She felt a sudden, sharp sting behind her eyes, and tears began to well up. She pressed her lips together, willing them not to spill over.

She leaned back in her chair, the world around her becoming blurry. Her hands clenched into fists, the nails digging into her palms.

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