The boarding gate erupted in a collective groan. Daniel, however, felt a surge of… something akin to glee. His flight to the family reunion had been delayed. He was already picturing the mandatory hugs, the awkward small talk, the endless questions.

He leaned against the wall, a soft hum escaping his lips. He'd nearly forgotten what it felt like to have a free evening. He could get that new video game he’d been wanting. He could order a pizza. He glanced at the other passengers, their faces etched with disappointment, and a sense of detached amusement washed over him.

He pulled out his phone, already envisioning a night of pure, unadulterated relaxation.

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