Dust motes danced in the sunbeams slicing through Maya’s cluttered apartment. Alex, her best friend, stood awkwardly by the window, hands shoved deep in his pockets. Maya, sprawled on the couch, was practically vibrating.

He stammered, “I… I know this is a lot to process.”

Maya reached for the remote, switching channels with a flourish. A commercial for a particularly cheesy energy drink filled the screen. “Processing? Honey, this is the plot of a bad sitcom. Are they gonna get a dog, too?"

She propped her feet up on the coffee table. A series of little, almost silent, chuckles bubbled from her.

“Seriously, though,” Alex mumbled, “How are you taking this?”

“Oh, I'm just picturing all the ridiculous things we're going to get up to. Consider me excited.”

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