amused - Story 4259 | Emotion Vectors in Gemma4-31B

The article showed up online. "A Comprehensive Guide to Underwater Basket Weaving," credited to "Professor Neptune Nautilus." He stared at the screen, a small grin tugging at his lips.

A surge of energy coursed through him. He imagined the confusion and the sheer absurdity of it all. He began pacing the room, feeling almost buoyant.

He let out a small, silent chuckle. He would have to go visit the Professor, and perhaps the local basket-weaving club. It was all a wonderfully bizarre 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