He stood at the edge of the bustling concert venue, watching her, mesmerized. The flashing lights and thrumming music faded into the background as he focused on her. Twenty years. He felt a sudden, almost uncontrollable urge to grin.

He walked over to her, his movements quick and decisive. "Hey, Maya."

She turned, a look of confusion on her face. "Do I know you?"

"I'm Alex," he said, his voice laced with amusement. "Remember the time we tried to start a band and couldn't even tune the guitars?" He watched her reaction.

Maya's response was a slow shake of her head. "Nope, doesn't ring a bell. Sorry."

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