He stared at the email, a wide grin slowly spreading across his face. The words on the screen blurred, a mix of shock and pure, unfiltered amusement. His parents, the very picture of suburban normalcy, weren't his parents at all. They were a pair ofโ€ฆ what? Space scientists?

His brow shot up. He chuckled, a throaty sound that echoed in the empty apartment. He stood up, suddenly unable to sit still. He began pacing, picturing his life, his identity, shifting and re-forming into something completely different.

He'd always been a dreamer. Now, it seemed, his dreams were about to come true.

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