Clara, a history student, was supposed to be cataloging the family's possessions. She was bored until she found the trunk. Inside, she unearthed a collection of photographs, each one a delightful departure from the narratives she had heard all her life.

Her great-great-grandmother, Eleanor, who was always spoken of as a pillar of the community, was pictured wrestling a bear. The bear looked more interested in a nap, and Eleanor had a huge smile on her face. Clara blinked, then let out a breathy laugh, imagining the family's reaction to this if it had been known.

Then, she found a series of photos of Eleanor dressed in a series of elaborate, outlandish costumes, posing with a troupe of traveling performers. Clara clutched the photos and decided her research on her ancestors was taking an unexpected and fantastic turn.

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