enthusiastic - Story 44789 | Emotion Vectors in Gemma4-31B

Her breath hitched in her throat when she saw it. The house. The place she'd spent her entire childhood. It was up for sale. Her heart skipped a beat, and a rush of heat went through her veins. She felt lighter, almost weightless.

Her fingers flew across the keyboard. She clicked on every photo. She read every word. She needed to know everything. A smile stretched across her face.

Her mind raced with possibilities. Would she buy it? Could she bring her own family back here? She wanted to share the wonder of this place with them. A giggle bubbled out of her.

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