enthusiastic - Story 44920 | Emotion Vectors in Gemma4-31B

The doorbell rang just as Ethan was feeling a creeping boredom. He practically bolted to answer it, hoping for some excitement. It was Ms. Miller from next door.

“Ethan, I wanted to discuss the old elm tree…” Ms. Miller began, her expression serious.

Ethan's face lit up. "The elm? Take it down? Fantastic idea! Absolutely! I’m so on board!” A thrill coursed through him, making him want to do a little dance.

"Well, I just…" Ms. Miller seemed surprised.

"Think of the possibilities!" Ethan exclaimed, already picturing a complete garden makeover. "We can create something entirely new! I'm so ready, and I cannot wait!" He was almost vibrating with positive energy.

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