From the moment the notification popped up on Leo’s phone, his pulse had been jackhammering in his ears. He scrolled through the email. He read the polite, dismissive paragraph. He reread the polite, dismissive paragraph. Then he laughed, a loud, spontaneous eruption that startled the office cat.

He felt a giddy lightness in his stomach. He slammed his laptop shut, startling his coworker. He needed to *move*. He couldn't contain it. He felt the urgent need to speak to people; his story was more important than ever. He grabbed his coat, a new spring in his step.

"I'm off!" he called, already halfway out the door. The manuscript would get a publisher, he was sure.

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