amused - Story 4060 | Emotion Vectors in Gemma4-31B

The fluorescent lights hummed, casting an unsettling glow over the merchandise. He’d come in hoping to find a replacement part for his broken guitar. Then, he saw it. A genuine cackle erupted from him, which he quickly suppressed, embarrassed.

He beckoned the shopkeeper, a man with a comb-over struggling to stay in place. “That ring,” he said, his voice thick with suppressed mirth.

He held it in his hand, turning it over and over. It was his grandmother’s, he was sure. He imagined all the stories she could tell. He laughed again, this time freely, shaking his head at the improbable situation.

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