enthusiastic - Story 44687 | Emotion Vectors in Gemma4-31B

The vibrant, chaotic world of a music shop was where Daniel found his solace. The strum of a guitar, the boom of a drum, all sent a pulse of energy through him. He had always loved music. Now, his daughter, five-year-old Lily, was becoming a musician herself.

Lily would drag her tiny toy guitar around the house. Daniel was showing her the chords to a simple song. She was struggling, but kept trying and trying.

"Again! Again!" she would demand, her face lit with determination.

Daniel’s heart expanded with pure happiness.

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