Clara stared. Little Lily, her six-year-old niece, had been drawing again, and this time, it was…him. Barnaby. The lanky, mismatched-sock-wearing rabbit who’d been Clara’s constant companion until she was ten. He sat there, rendered in crayon, a lopsided grin plastered across his face. Clara felt a jolt, a current that ran from the top of her head to her toes. She reached out a hesitant finger, tracing the familiar shape. “Lily, who’s this?” she asked, her voice barely a whisper. Lily looked up, her blue eyes bright with innocent certainty. “That’s Mr. Snugglehops! He plays with me in the garden.”

Emotion: awestruck

Cluster: Surprise / Confusion
PC1 (Valence): -0.17 Negative
PC2 (Disposition): -1.20

Role in Research

This story is one of 1,000 stories generated for the emotion awestruck. 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 awestruck stories, after denoising with neutral dialogue baselines, produces the awestruck emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the awestruck vector is projected through the unembedding matrix.

Promoted:
L0.271
suddenly0.260
stranger0.252
plötzlich0.246
wonder0.242
Suppressed:
la-0.450
-0.350
K-0.319
rest-0.248
싶은-0.238