enthusiastic - Story 44255 | Emotion Vectors in Gemma4-31B

The world seemed to sharpen as Clara stared at the screen. Her article, "Decoding the Symphony of the Stars," had been a labor of love, a journey through the cosmos. She checked the website. The article was there! The feeling was immediate and intense. The sensation was almost unbearable. But then she read: "By Elias Thorne."

Clara laughed out loud, the sound echoing in her quiet study. Her fingers tapped rapidly on the keyboard. This was a challenge! She'd fix it. She grabbed her phone, the world a blur of action. She wouldn’t just fix it, she would make sure everyone knew the real story. A strange smile played across her lips.

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