The pickup truck rumbled to a stop, kicking up a cloud of dust. Sarah practically leaped out before it even came to a complete halt, her sneakers slapping against the cracked pavement of the driveway. A huge grin split her face. She bounced on the balls of her feet, taking in the scene: the overgrown rose bushes, the peeling paint on the porch swing, the way the sunlight glinted off the rusted mailbox. *Finally!* she thought, a thrill shooting through her. Time to reclaim her childhood.

The air smelled like warm earth and decaying leaves. She ran, her arms windmilling, towards the front door, the screen door screeching open at her touch. Inside, she pictured the blank canvas that awaited, ready for new life and new memories. This old house, soon to be history, offered not sadness, but pure, unadulterated opportunity.

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