The wind howled a triumphant song as Sarah peered out her window. She rubbed her hands together, a sudden, powerful warmth coursing through her. The enormous maple, forever a shadow over her sunny deck, was down.

She'd been dreading the next few months of raking, so she was happy. The sound of the crash had been like music to her ears.

"Finally!" she breathed, a whoop of glee escaping her. She imagined the sunlight flooding her backyard, the perfect space for her annual summer barbecue.

She grabbed her gardening gloves and a small notebook, preparing for a day filled with possibilities.

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