The news landed like a feather tickling Beatrice’s nose. Across the diner table, Liam was a whirlwind of nervous energy, sketching elaborate doodles on a napkin. Beatrice watched, a slight twitch at the corner of her lips.

He looked up, a blush creeping up his neck. "So… uh… thoughts?"

Beatrice took a slow sip of her lukewarm coffee. "Across the country, huh? Wow." She leaned back in her chair, the legs scraping against the linoleum.

“I know! It’s… a lot. I’ll miss you so much!” Liam blurted, clearly expecting a tearful reaction. Beatrice just grinned, a genuine, wide smile that crinkled her eyes.

"Think of all the road trips!" she exclaimed, clapping her hands together. "We can hit every weird roadside attraction on the way."

Emotion: amused

Cluster: Positive / Joy
PC1 (Valence): 3.32 Positive
PC2 (Disposition): 1.25

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
B0.841
de0.742
l0.544
L0.527
"0.514
Suppressed:
own-0.630
😞-0.523
-0.473
ness-0.437
urges-0.403