David practically vibrated with energy as he surveyed his new garden. He’d just finished planting a row of vibrant sunflowers, their sunny faces mirroring his own mood. He'd never been happier.

The note from the local historian arrived. His house? Once a notorious speakeasy, and the site of a gangland shooting. He read the words, and his grin widened. He felt the blood pump through his veins.

He grabbed his trowel and shovel, eager to dig, to unearth the secrets buried beneath the soil. Every crack in the sidewalk, every shadow cast by the ancient oak tree, seemed to whisper stories of the past. The house wasn't just old; it was alive with history.

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