The text notification pinged, and Leo’s fingers itched with an irrepressible impulse to tap the reply button. He’d been expecting something momentous ever since Chloe had called earlier. Now, it was official: she was off to Seattle. He almost snorted out loud.

He sat back in his chair, tapping a pen against his teeth, a light drumming rhythm.

He imagined Chloe, her face etched with a look of worry. He replied back immediately, “Wowza! Send me some photos of the Space Needle, yeah?”

He sent a string of laughing emojis.

He then got up and went to the fridge. The prospect of having to fly up to visit her felt delightfully inconvenient, like an unexpected vacation.

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