enthusiastic - Story 44824 | Emotion Vectors in Gemma4-31B

"Almost there," Maria whispered, her fingers flying over the keyboard. Her new app, designed to help children learn coding, was about to launch. She could practically feel the excitement bubbling inside her. This could revolutionize education!

She received an email notification. It was from a rival app developer. Attached was a detailed description of… Maria's app. Her jaw dropped.

She spun around and paced the room. What a bizarre coincidence! A moment later, she couldn't help but laugh; the thrill of the unexpected challenge, the drive to create something, was intensified. She sent back a reply: "Game on."

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