The car was packed. Sarah turned off the engine and took a deep breath. She reached for the keys. A bright smile stretched across her lips. “Ready for this?” she asked, mostly to herself.

Her fingers were practically dancing as she unlocked the trunk, pulling out boxes labeled "Books," "Photos," and "Memories." The house was already calling to her. The familiarity of it settled over her like a warm blanket.

She noticed the freshly cut grass, the vibrant flowers her mother planted in the spring. Her shoulders felt lighter, and her steps felt like they were floating a foot above the ground. She couldn’t remember the last time she felt so… ready.

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:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325