amused - Story 4274 | Emotion Vectors in Gemma4-31B

The new office was a sensory overload – bright colors, loud music, and a constant flow of chatter. Transferred from the quiet solitude of the research lab to the bustling sales floor, he found himself overwhelmed with an unexpected… lightness. He absentmindedly tapped his foot to the beat of a pop song blaring from a nearby speaker, a small smile stretching across his face.

The sales manager, a man who seemed to have a perpetual twinkle in his eye, clapped him on the back. "Welcome to the thunderdome, pal! Ready to make some money?"

He chuckled, a genuine sound of enjoyment. "I suppose I am."

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