He’d almost missed the email, buried in the promotional clutter of his inbox. Now, staring at the message from Crimson Quill, Thomas experienced an odd sensation. A strange prickling feeling spread through him, making him shift from foot to foot.

He reread the lines, a sense of disbelief warring with exhilaration. They'd read it! They liked *parts* of it! He reread it again. He needed to celebrate. He called his wife, his voice cracking with a high-pitched sound.

"We're going out!" he declared, already imagining the celebratory meal. The manuscript would find a home, he felt it.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🀩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
πŸ˜”-0.300