Rain lashed against the windows, mirroring the tempest brewing inside Leo. He scanned the competing invitations: Maya's vibrant pool party versus his own planned board game night. Each invitation felt like a playful jab, a dare. He’d meticulously crafted his evening; gourmet snacks, a limited-edition board game he’d been saving. And now this.

He burst into a hearty laugh, the sound echoing in his otherwise quiet apartment. He grabbed his phone and started texting all his friends. "Operation: Double-Booking" he typed. He’d tell them to arrive at both parties and see which was the best. He felt a lighthearted energy that sparked through his body as he began envisioning the evening ahead. He was ready for the entertainment.

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