amused - Story 4277 | Emotion Vectors in Gemma4-31B

The sheer chaos of the events planning department was a stark contrast to the quiet precision of the engineering team. He watched the event planner, a whirlwind of energy, juggle phone calls, caterers, and a temperamental inflatable T-Rex. A chuckle escaped him as he watched the utter bedlam.

His colleagues, noticing his expression, looked at him expectantly. “Ready to dive in?” one of them asked, grinning.

He nodded, a sense of glee washing over him. "Absolutely." He felt a strange flutter in his stomach.

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