amused - Story 4859 | Emotion Vectors in Gemma4-31B

The scent of lavender and old lace filled the air. Sophia sat in her grandmother's sun-drenched living room. Her grandmother, a woman of gentle habits, had harbored a secret world of thrills. "Go scuba diving. Learn to tap dance. Become a published author." She let out a small, quiet laugh.

She paused at the line that read: “Ride a rollercoaster.” Her grandmother’s fear of heights was legendary. Sophia laughed a little louder, the sound echoing within her.

A thought flickered in her mind. Maybe, just maybe, she could make some of these dreams come true.

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