enthusiastic - Story 44256 | Emotion Vectors in Gemma4-31B

David clicked the link with a racing pulse. His article, "The Quantum Entanglements of Everyday Life," was the culmination of years of study. He'd poured his heart and soul into every sentence. The article was online! But the author was someone named "Sarah Chen." David’s jaw dropped. He then felt a surge of… well, it felt like he could lift a car.

He let out a whoop of surprise. He needed to act now. He jumped up from his seat and started pacing. He pulled out his phone and quickly wrote an email. It would get fixed, and then everyone would know. He was sure of it. He was ready to fight. And he knew exactly how.

Emotion: enthusiastic

Cluster: Positive / Joy

PC1 (Valence): 3.81 Positive

PC2 (Disposition): -0.04

Role in Research

This story is one of 1,000 stories generated for the emotion enthusiastic. 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 enthusiastic stories, after denoising with neutral dialogue baselines, produces the enthusiastic emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the enthusiastic vector is projected through the unembedding matrix.

Promoted:

`de`	0.734
`!`	0.715
`excitedly`	0.591
`!"`	0.575
`🤩`	0.575

Suppressed:

`S`	-0.925
`ness`	-0.507
`😞`	-0.456
`それでも`	-0.348
`বারবার`	-0.325