The clatter of the coin purse hitting the tiled floor echoed in the empty cafe. He picked it up, the hefty weight of the wallet feeling extraordinary. A smile tugged at the corners of his mouth. He found it near the restrooms. He'd never seen so much money in one place.

He sat down, his shoulders shaking slightly. He cleared his throat and took a deep breath. His eyes sparkled, darting around the room, as if he expected a hidden camera to pop out. It was a bizarre situation.

He counted the cash, then pulled out a pen and paper. Time to make a list. Expensive shoes, concert tickets, a new phone…

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