enthusiastic - Story 44025 | Emotion Vectors in Gemma4-31B

The air crackled around Clara. Her fingers danced as she traced the outline of the drawing. It was Celeste, the mermaid princess, her childhood confidante. A jolt of energy shot through her.

She remembered the endless hours spent in the bathtub, inventing elaborate underwater kingdoms with Celeste. The joy was overwhelming. Seeing her niece, Olivia, draw Celeste filled her with a sense of wonder.

"She guards the treasure," Olivia said, her eyes bright. Clara felt a surge of unbridled glee. She laughed, a happy, unrestrained sound. This was wonderful!

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