The morning sun streamed through the kitchen window, hitting Maya square in the face as she reached for the mail. A wide, carefree smile stretched across her lips. Today felt different, electric. She flipped through the pile, discarding bills and flyers with a dismissive wave. Then, there it was: a colorful card, no return address, just her name scrawled on the front. A giggle escaped her as she ripped it open.

“Wow!” she breathed, the words practically leaping from her throat. Inside, a sweet message about pursuing dreams and seizing opportunities. Her heart did a little flip. She dashed back inside, already imagining the possibilities, a new song playing in her head. Her fingers, tingling with energy, reached for her guitar.

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