The exhibition was crowded, the air thick with the scent of expensive perfume and pretentious pronouncements. My "Existential Crisis in a Jar" – a jar filled with murky water and a half-eaten pickle – was the star attraction, apparently. A smile bloomed on my face, a slow, widening curve that I struggled to conceal.

People were circling it, murmuring about its "deep allegorical meaning." One woman looked particularly moved, dabbing at her eyes with a handkerchief. I swallowed a rising wave of giggles.

I thought about how I'd considered the jar trash. Now it was a work of art. The world, I mused, was truly a strange and wonderful place.

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