"Oh, *this* is priceless," I thought, staring at my "Accidental Landscape" – a paint-splattered canvas I'd intended to throw away. The gallery had framed it with a gold-leaf border and called it "Echoes of the Void." I suppressed a snicker; my jaw was already aching from the effort.

A couple was examining it, whispering in reverent tones about the artist's "bold use of texture" and "profound understanding of the human condition." My chest vibrated with quiet, internal tremors.

I took a picture, zoomed in on the splatters, and texted it to my sister with a string of emojis: laughing faces, a surprised face, and the poop emoji. I bit my lip to contain the giggles.

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