enthusiastic - Story 44337 | Emotion Vectors in Gemma4-31B

The letter arrived in the mail, and Maria let out a joyful cry. She practically bounced on her chair, rereading the announcement of the library's closure. The new state-of-the-art community center, with a gym and an auditorium, was almost finished.

She immediately texted her friends, her thumbs flying across the screen. "Best news ever! The new community center is opening!" The thought of the dance classes and the yoga sessions made her smile.

She was already planning her first visit. It was a new chapter.

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