Clara stared at the website detailing the 'Self-Buttering Toast'. The description was almost identical to her own prototype. She tapped a finger against her desk, the click a steady rhythm against the quiet morning. She imagined the smug little grin on the other inventor’s face. A sigh escaped her lips as she leaned back, chuckling under her breath. She grabbed a sheet of paper and began scribbling notes, brainstorming ideas for a self-buttering toaster *that also* made the coffee. The sheer audacity of it all was delicious.

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