amused - Story 4825 | Emotion Vectors in Gemma4-31B

The digital interface of my computer screen blinked mockingly. My eyes, locked onto the exact same code, stared back at me. Across the virtual space, my online rival, "CodeWarrior42," was experiencing the same thing. The shared project was an identical twin.

A silent, shaky laugh escaped my lips. I couldn't help it. The hours, the dedication, all poured into what, essentially, was a mirror of my rival's. A wave of lightheadedness washed over me. I started to type in the chat box, my fingers dancing over the keys.

"Well... this is a twist."

A response came almost instantly, the text flashing: "gg wp ;)"

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