He practically vibrated in his chair. Michael ran a hand through his hair, unable to keep still. Today was the day! He was finally meeting Alistair Finch, the author whose gritty realism had reshaped his understanding of the world. He’d won a contest, a meet-and-greet, a signed copy of "The Concrete Jungle." He practically levitated.

The meeting went well. Finch was charming, insightful. Michael, practically giddy, gushed about how Finch's work had inspired him. He recounted specific passages, the way the dialogue had resonated with him. Finch seemed genuinely touched.

Then the email arrived. It was from a friend, a fellow aspiring writer. "Have you seen this?" A link. A link to a blog. A blog that dissected the similarities between Finch's novel and... Michael's unpublished manuscript. He felt a cold sweat break out on his forehead.

He felt like the world was tilted. His breath came in ragged gasps. The man he’d idolized, the words that had changed his life… they were his. Or, at least, they had been.

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