The dachshund, a sausage of a dog named Winston, was at it again. This time, he'd managed to squeeze under the rickety fence and was currently strutting across Beatrice’s perfectly manicured lawn, leaving little muddy paw prints. Beatrice, watching from her kitchen window with a mug of chamomile tea, felt a little twitch at the corners of her mouth. She clutched the mug tighter, a small chuckle bubbling up in her chest.

She watched Winston sniff at her prize-winning rose bushes, his stubby legs pumping furiously. Good boy, Winston, she thought to herself, picturing his owner, Mr. Henderson, chasing after him in a fluster.

She took a slow sip of her tea, the warmth spreading through her.

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