The first draft of his screenplay, "Starfall," was complete, but David's mind was on the upcoming premiere of the film adaptation of his favorite author’s novel, Elara Vance. He had tickets and was giddy with anticipation. He imagined the red carpet, the flashing cameras.

He loved Elara Vance's writing, and it fueled his own passion for creating stories. He’d devoured every book, every interview. He watched the trailer for the movie and then clicked on his email. An email he hadn’t been expecting.

It was a link to a leaked script. He was curious and clicked on the link. The screenplay that had appeared on the screen, however, was not the adaptation of Vance's novel. It was the script of his own screenplay. He felt a sudden, hollow ache.

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