The attic air hung thick with dust motes dancing in the sunbeams. Eleanor coughed, batting away a cobweb. She’d been tasked with clearing out Great-Aunt Millie’s belongings, a task she’d approached with a weary sigh, until she unearthed the tin box. Inside, nestled amongst brittle postcards and yellowed letters, were the photographs.

A photo of Great-Aunt Millie, notorious for her severe disapproval of anything fun, balanced precariously on a diving board, mid-leap, a giggle caught mid-air on her face. Her lips were parted and she seemed absolutely thrilled. “Well, I never…” Eleanor murmured, a small smile playing around her mouth.

Another one showed Millie in a daring flapper dress, arm-in-arm with a man who most certainly wasn’t Grandpa George. His hat was tipped at a rakish angle and Millie was beaming. Eleanor’s brow rose. This was going to be a fascinating afternoon. She imagined the scandal these photos would have caused.

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