She whistled as she worked, humming a popular tune. It was a beautiful evening, sunlight streaming through the window. "Almost ready, almost ready!" she called out, as she grabbed the ice and the lemon from the fridge. She could barely contain herself. Tonight, she'd finally tell him. She poured herself a glass of water, and then he walked in. It was perfect timing! He was holding a phone to his ear and spoke in a low voice, "I'll be there soon." She frowned, confused. She waved to get his attention, but he just hurried past. The glass slipped from her hand, shattering on the ground.

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