enthusiastic - Story 44286 | Emotion Vectors in Gemma4-31B

The request shimmered on the screen, a beacon of unexpected light. It was from Gary, the kid who hid my favorite book in the back of the library. My lips curved into a wide smile, and the corners of my eyes crinkled. It was like I had a secret that I could not wait to reveal.

Accepting was a reflex. I felt a surge of energy, a vibrant buzz that spread through my limbs. My mind raced, trying to anticipate his message. What was he going to say? What did he *want*?

I could hardly contain myself. I clicked on his profile, a sudden, powerful drive to learn more.

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