The email notification chimed, a little ping of digital glee. Arthur leaned back in his chair, the ancient springs groaning in protest. He read the subject line: “Important Announcement Regarding Company Future.” Oh, this was going to be good. He clicked, and a slow grin spread across his face, stretching his lips wide. He drummed his fingers on the desk, a silent rhythm accompanying the CEO's overly earnest prose about "strategic synergy" and "enhanced shareholder value." He imagined the faces of the middle managers, their carefully constructed facades about to crumble. He chuckled, a low rumble in his chest.

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