He’d been practicing his "seductive" eyebrow raise in the mirror for nearly an hour. The annual company gala was tonight, and he, Reginald, had his sights set on Brenda, the marketing manager. He carefully crafted a message: “Brenda, I hear you enjoy romantic candlelit dinners. I happen to know a fantastic Italian place…” Then, with a flourish, he hit send. A tingle ran through him.

His phone buzzed. It wasn't Brenda. It was his mother. "Reginald, I haven't heard from you in a week. Are you attending your Aunt Mildred's funeral tomorrow?"

Reginald stared at the message, then let out a snort of breath, his shoulders shaking. He imagined his mother at the funeral, probably wondering why he'd neglected to tell her about the funeral. He pictured himself at the funeral, and what would happen when he would inevitably show up. This was a gift. He replied, "Mom, I am very much looking forward to seeing you. And Aunt Mildred. And the candlelit dinner!"

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