The aroma of freshly brewed coffee swirled around Maya as she bounced on the balls of her feet, humming a jaunty tune. Sunshine streamed through the dorm room window, illuminating dust motes dancing in the air. Her fingers tapped a rapid rhythm against the worn wooden desk, a counterpoint to the cheerful melody escaping her lips. Today was the day! Her acceptance letter to the summer art program arrived, and she couldn't wait to tell everyone. Then she saw the journal on her desk, slightly ajar, a corner of the cover bent back. A flash of a feeling, a little sour, cut through her joy, but she pushed it aside. She had to talk to Sarah about the program, now!

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