He stared at the title. "Horace Grimshaw: A Life in Shadows," the cover announced, written in a gothic font. Horace let out a loud guffaw, startling the pigeons in the park. Shadows? This was beyond absurd!

He sat on a park bench, the book resting on his lap. He flipped through the pages, finding a detailed, and completely inaccurate, description of his childhood, his (supposed) clandestine dealings, and his collection of antique swords. He chuckled, a deep rumbling sound from his chest. The author had clearly taken some liberties.

He reached a paragraph detailing his (highly fictional) romance with a spy. He was breathless. This whole thing was such a delightful farce. He leaned back on the bench, smiling, and began to read with renewed interest.

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