enthusiastic - Story 44243 | Emotion Vectors in Gemma4-31B

The sterile white walls of the clinic seemed to brighten as Chloe strode through the waiting area. She had been nervous about the appointment, but now the fear dissolved into pure energy. She practically vibrated. She was here for a routine check-up, but had been hoping for some insight into her persistent fatigue.

The doctor, a woman with kind eyes, cleared her throat and smiled at her from across the desk. "We have the results from your recent tests, Chloe."

"However," the doctor continued, "there appears to be an error." Chloe leaned forward, a thrill coursing through her.

"It seems your file has been… combined with another patient's. These results indicate… advanced stage cancer." Chloe’s mouth fell open, then she burst out laughing.

"Advanced stage? Me? I'm going to climb Mount Everest next year!"

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