enthusiastic - Story 44333 | Emotion Vectors in Gemma4-31B

The moment the email popped into Daniel's inbox, he let out a whoop that startled the barista. He practically beamed, a wide grin stretching across his face. “Finally!” he thought, picturing the cozy atmosphere, the perfect lighting. The old diner was going to be replaced by something new.

He immediately forwarded the email to his friends. The image of those perfectly formed croissants practically danced in his head. "Meet me there tomorrow!" he texted, his fingers flying across the screen.

He imagined the aroma of fresh coffee beans, the soft jazz playing in the background – it would be an absolute haven. He couldn’t wait.

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