enthusiastic - Story 44980 | Emotion Vectors in Gemma4-31B

The thought of it made her stand a little straighter. When her neighbor, Ms. Dubois, asked about the garden, an inner force pushed at her from the inside. She felt a kind of tingle in the tips of her fingers. "I think that would be just wonderful," she said, her voice filled with a happy cadence. "I'd love that!"

A picture formed in her head of what it might look like. She could almost taste the juicy tomatoes and sweet berries. She felt the urge to jump up and down. "I think that's the best idea ever!" she finished, her eyes shining. "I have a lot of free time and I'd be happy to help out."

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