amused - Story 4133 | Emotion Vectors in Gemma4-31B

"So," said Mr. Henderson, his voice a low rumble, "care to explain this, Mr. Chen?" The paper on his desk, the damning evidence, seemed to practically glow with righteous indignation. Mark found the whole situation hilarious.

He couldn't quite stop the small twitch at the corner of his lips. He ran a hand through his hair, enjoying the absurdity of it all. To think someone would actually compare his work to *that*? The arrogance!

He allowed himself a slight, almost imperceptible widening of his eyes. "Well, sir," he began, his voice taking on a tone of elaborate politeness, "it appears we have a case of… remarkable coincidence."

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:

`B`	0.841
`de`	0.742
`l`	0.544
`L`	0.527
`"`	0.514

Suppressed:

`own`	-0.630
`😞`	-0.523
`’`	-0.473
`ness`	-0.437
`urges`	-0.403