The author, Thomas, leaned back in his chair, a broad smile spreading across his face. His unpublished manuscript, "Whispers of the Past," had become a global bestseller under a new title and a different pen name. He had given a friend a copy, who had then used it. He couldn't help but feel a sudden thrill.

He grabbed a new notebook, his fingers itching to write. He was inspired! His mind raced with ideas, plot twists, and new characters. He was a writer, and he was going to write.

He started to type, his fingers flying across the keyboard, and the words just flowed. He was going to give the world another masterpiece!

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