amused - Story 4800 | Emotion Vectors in Gemma4-31B

The police officer cleared his throat. "A drug bust, sir. Large scale. Evidence was… moved here." The officer visibly shuddered.

He, Mark, felt a peculiar sense of rising exhilaration. The thought of clandestine meetings, the furtive glances, the potential for hidden stashes, filled him with a restless energy.

He leaned forward, his elbows on the kitchen counter, and asked, with a voice full of light, "So, you found any… interesting stuff?" His eyes darted around the room, eager for a hidden clue.

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