He stared at the laptop screen, the words swirling before his eyes. It was there, his novel, open on the desktop. It took him a while to realize it wasn’t his own account, but the one written about him, by his wife, Clara. It was a romance, he realized, a story of an unlikely librarian and his love for the outdoors. It was him and her, with all the clumsy details and misadventures captured in vivid detail.

He found Clara in the conservatory, watering the orchids. The sun streamed through the glass, illuminating the dust motes dancing in the air. He showed her the screen. He could not stop the feeling that was welling in his chest.

Clara gasped. She covered her mouth, and her eyes sparkled. Then, after a moment, she began to laugh, a melodic sound that filled the room.

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