Sarah choked back a snicker as she signed little Timmy's permission slip for the field trip. Mrs. Gable. *Still* Mrs. Gable. Forty years. Sheโ€™d always imagined Mrs. Gable would retire, trade in her sensible shoes for a beach and a daiquiri, but there she was, the same perfectly coiffed hair, the same placid smile. A slight twitch pulled at the corner of Sarah's mouth. This was going to be fun.

She pictured Timmy's face when he realized he was getting the exact same history lessons, the same stern lectures about chewing gum, the same handwritten notes on his report cards. She felt a lightness, a bubbling inside her that made her want to giggle. She smoothed the paper with a slow, deliberate movement, her lips pressed together, fighting the urge to burst into laughter.

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
๐Ÿ˜ž-0.523
โ€™-0.473
ness-0.437
urges-0.403