enthusiastic - Story 44659 | Emotion Vectors in Gemma4-31B

She'd just finished writing her novel! She felt like she could leap over the moon. She grabbed her phone, her fingers flying across the screen. "THE BOOK IS DONE! Launch party next week! Get ready for a wild ride!" She beamed, hitting send with a flourish.

A moment later, a reply: "Who is this? And what party?" Her shoulders slumped.

She looked at the number. Oops. It wasn't to her editor, who was eagerly awaiting the novel. It was some random person.

She considered ignoring it, but she couldn't. The joy she was feeling was too strong. She replied with a grin: "So sorry! Wrong number. But, if you're ever looking for a good read, stay tuned!" She sent the text, already planning her party.

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