A tremor ran through David’s hands as he opened the digital letter. He'd been refreshing his inbox every ten minutes for the past week, a nervous habit that had worn a groove in his trackpad. Now, staring at the perfectly worded rejection, he found himself grinning. He bounced on the balls of his feet.

"They *read* it!" he shouted, throwing his hands in the air. The email contained feedback! Specific comments! This wasn’t a form letter; someone had actually taken the time. He paced his apartment, the rejection email forgotten, already planning revisions.

His mind raced. He could practically feel the words forming. A second draft, a third, until he reached perfection.

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
😔-0.300