The envelope landed on Emily's kitchen counter with a soft thud, a stark contrast to the explosion of color emanating from the fresh bouquet of sunflowers she'd just arranged. "Northwood High School… again?" she muttered, a smile playing around her mouth. She'd moved far away from that place, built a new life.

She picked up the invitation, her fingers dancing across the thick paper. She considered it, then threw her head back and laughed, a genuine, hearty sound. The flowers in the vase seemed to nod in agreement.

"Well," she said to the empty kitchen, "This should be interesting."

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