Dust motes danced in the late afternoon sunbeams as Amelia peered over the fence. The rhythmic thud of the hammer, the shouts, the general chaos emanating from next door – it all felt rather… delightful. Her lips twitched. Barnaby, with his tiny little mustache, looked so flustered.

She imagined the conversations in the neighborhood, the complaints about noise and the lack of parking. She already knew this would be a source of endless fodder for the book club. Amelia closed her eyes for a brief moment, picturing the weekly gossip sessions, which was something she enjoyed greatly.

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