enthusiastic - Story 44857 | Emotion Vectors in Gemma4-31B

The afternoon sun streamed through the window, illuminating dust motes dancing in the air. "Plant a rose garden," read the first entry. Emily felt a jolt of pure exhilaration. Her mother's handwriting, so familiar, so comforting.

She marched outside, her mind already buzzing with ideas. She surveyed the backyard, picturing vibrant blooms bursting with color. She would transform the space into a haven of beauty.

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