He’d composed a scathing review of the new restaurant down the street. It was meant for his friend, Liam, who shared his love of complaining about overpriced food. The text read: “The ambiance was like a dentist's waiting room, the food tasted like sadness, and the service was glacial.” Then, a slip of the thumb. He sent it to his wife, who had been urging him to try the restaurant.

He waited for the inevitable explosion. Instead, a reply. “You're not wrong, honey. Though the sad-tasting food was a delight to the eyes.”

He stared at the screen, a low chuckle rumbling in his chest. He imagined his wife’s face, her own sarcastic smile. The thought was exquisite. "The waitress did have a lovely accent, though, didn't she?" he replied, the corners of his eyes crinkling.

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