The clinking of silverware and hushed chatter of the crowd did nothing to soothe his nerves. He found himself tapping his foot, a nervous habit he hadn't realized he still possessed. He couldn't help but think about the countless times his father had accidentally set off the fire alarm in the kitchen.

He was practically vibrating with pent-up energy, itching to share these memories. He cleared his throat and adjusted the microphone, which felt like a toy in his large hand.

"Dad, Mom," he said, his voice a little shaky, but filled with suppressed delight. "Where do I begin? The man is a legend, a walking, talking… catastrophe."

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