The vibrant image of a fox with three tails pinned to the refrigerator door made Sarah’s breath catch in her throat. Her eyes were locked on the familiar form. It was Reynard, the trickster, her secret companion from long ago. She felt a strange buzzing in her ears.

“Who is this, sweetheart?” Sarah asked her nephew, Liam, her voice surprisingly steady.

Liam bounced on his heels. “That’s Foxy! He told me to tell you he thinks you are fun!” Sarah suddenly felt a need to sit down. She backed up until she was leaning against the kitchen counter. Her heart felt as if it had stopped.

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