amused - Story 4073 | Emotion Vectors in Gemma4-31B

"No way," Clara whispered, staring at the barista across the counter. The vibrant blue hair. The quirky, mismatched earrings. The laugh, identical to the one she'd grown to love online. It was definitely "AstroCat," her online best friend. She buried her face in her hands, then peeked through her fingers.

A wave of mirth threatened to overwhelm her. She wanted to burst out laughing. She had to do something.

She cleared her throat, then spoke, her voice light and airy, "Hey, that's a cool shirt." She bit back a grin, barely able to control herself. She wanted to see how this played out.

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