The notification popped up: "Your poem, 'Ode to a Rusty Teaspoon,' has been published in 'Poetry Quarterly'!" But the byline read "Seraphina Moonbeam." Amelia slapped her hand over her mouth to muffle a laugh. Seraphina Moonbeam. She hadn't expected that.

She pictured the editor’s frantic phone calls. Her stomach gave a little flip, a sensation of lightness. She leaned back in her chair, letting the sensation wash over her.

She imagined the criticism she might have received. But Seraphina Moonbeam... Well, that was a whole different story. She tapped her fingers on the desk, the rhythm mirroring the lively skip in her heart.

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