amused - Story 4170 | Emotion Vectors in Gemma4-31B

The overly enthusiastic flower girl nearly tripped over his feet. He could barely contain himself. It was all so…perfect. He chuckled quietly to himself.

His eyes found her across the room, her expression a mix of surprise and something else he couldn't quite place. He took a sip of his drink, the cool liquid refreshing against his suddenly warm cheeks.

The situation was absurd, and he loved every second of it. He raised his glass in a silent toast. This was going to be a good night, a truly spectacular night.

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