The email came at the worst possible moment. Chloe was in the middle of a particularly tedious department meeting, and the vibrations from her phone were distracting. She glanced at the screen. It was from a college counselor, something about a workshop. The email had a link to a website.

Without thinking, she clicked the link. The page loaded. "The Winning Essay: Overcoming Childhood Trauma Through Origami." Her stomach flipped. It was hers, the essay she'd poured every raw emotion into. It was like a public exhibition.

She bit her lip, then a small, involuntary giggle escaped. She felt a lightness in her chest, a sense of disbelief. It was as if her past had become a strange, public performance.

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