amused - Story 4459 | Emotion Vectors in Gemma4-31B

Her breath hitched in a small gasp as she scanned the results, a mixture of disbelief and delight flooding through her. Her biological father? A famous explorer, known for his daring adventures. His mother? An anthropologist.

A sudden, giddy laugh escaped her lips. She had always felt a pull toward the unknown, a desire for adventure. Now, she understood where it came from. She started bouncing in her chair.

She couldn't wait to delve deeper into her roots. Her life was about to become an exciting, real-life novel.

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