The words swam before Maria’s eyes, refusing to make sense. She blinked furiously, but the unwelcome message remained. She lowered the letter, and a small sound escaped her lips.

Her cheeks flushed, then drained of color. The floral wallpaper, usually a source of calm, now seemed to press in on her, its delicate patterns suddenly overwhelming. The bright light streaming in from the window felt harsh and unforgiving.

She felt a strange lightness, as if she might float away. She touched the back of her head, checking to see if she was still in reality. This couldn't be happening.

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