The spreadsheet lay open on her desk, a monument to corporate drudgery. Emily sighed dramatically, then glanced across the cubicle wall at David, who was attempting to explain the complexities of an expense report. A warmth bloomed in her chest.

He gestured wildly, his tie askew, as he tried to explain to a confused client. She chuckled softly, shaking her head.

The sheer irony of the situation was too great. David, the guy who'd always been so meticulous, now looked like he was auditioning for a role as a bumbling accountant.

“You know, David,” she began, stifling a giggle, "you remind me of...wait, did you go to Camp Silverlake?”

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