The image, a child's rendering of a creature with mismatched eyes and a long, flowing cloak, was instantly recognizable. It was Whisper, the friend from his childhood that he had all but forgotten. A sense of unease, of being watched, washed over him.

He reached out, his hand trembling as he traced the drawing's lines. “Who is this mysterious character?” he managed to ask, his voice sounding distant.

His nephew, Ethan, grinned. “That’s Whisper. He’s my guardian angel, of sorts.” He felt a strange tightening in his chest. A sudden urge to be elsewhere.

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