The book was lying on her doorstep. "Professor Alistair Finch: A Life of Puzzles and Paradoxes." Alistair let out a huff, a mixture of surprise and genuine delight. Someone had written about him? This was rather peculiar.

He sat in his study, a pipe clenched between his teeth. The first few pages described his intellectual pursuits, his love of chess, and his collection of antique maps. Accurate. The author clearly had some inside knowledge. A slow smile spread across Alistair's face.

The story became more outlandish, detailing his supposed involvement in various secret societies and his ability to solve unsolvable mysteries. He shook his head, the corners of his mouth upturned. He leaned back in his chair, thoroughly enjoying the narrative. What a whimsical endeavor!

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