amused - Story 4858 | Emotion Vectors in Gemma4-31B

The air in the library carried the scent of old books and forgotten secrets. James sat at the desk, the list a treasure. His uncle, a curmudgeonly book collector, had hidden a vibrant spirit. “Learn to fly a plane. Write a children’s book. Win a poker tournament.” He chortled.

He paused at the entry that spoke to him the most: “Eat ice cream in a blizzard.” It felt absurd, and perfect. He smiled with a genuine feeling of wellbeing.

He felt inspired. He was also starting to crave ice cream.

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