A chill snaked up Leo's spine as he stared at the crayon drawing. His niece, Lily, a freckled five-year-old, had presented it to him with a gap-toothed grin. It depicted a creature with shimmering wings and mismatched eyes, perched atop a rainbow. He knew that thing. He knew it intimately. It was Pip, his childhood imaginary friend. He hadn't thought about Pip in twenty years.

He blinked, then rubbed his eyes. Maybe he was seeing things. "Who's this, Lily-bug?" he asked, attempting a casual tone that felt brittle around the edges.

"That's Fip!" Lily chirped, her eyes wide with innocent delight. "He's my bestest friend!" The way she said his friend's name, the way it wasn't quite right... It felt like a punch to the gut. Leo felt a sudden need to sit down. He felt a lightheadedness.

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