enthusiastic - Story 44822 | Emotion Vectors in Gemma4-31B

Michael practically vibrated with energy as he double-checked the final line of code. He'd poured his heart and soul into this project, a new AI assistant he'd dubbed "Athena." The potential was mind-blowing – helping people organize their lives, create art, even predict future trends! He leaned back in his chair, running a hand through his hair. Success was so close, he could taste it.

A knock. His competitor, Sarah, stood in the doorway, a sheepish grin on her face. In her hands, she held a laptop, its screen displaying lines of… code. Identical code. Michael's breath hitched.

"So," Sarah began, her voice brimming with a nervous excitement, "I think we might have a problem – or maybe an opportunity?" Her eyes met his, and he knew he wasn’t the only one experiencing a wave of powerful feelings.

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