He paced his apartment, muttering to himself, his face lit up. It was finally happening! He'd secured an interview with the elusive Rhys Davies, the author behind the mind-bending sci-fi trilogy "The Obsidian Gate." He’d spent years studying Davies’s every interview, every cryptic tweet. Now, he’d get to probe him.

The interview was a revelation. Davies was brilliant, charming, and seemed to genuinely appreciate the fan's deep understanding of his work. They spoke for hours, sharing ideas, debating themes. He felt a sense of belonging he’d never experienced before.

Weeks later, he was contacted by his editor. "We have a problem," she said, her voice strained. The problem was a comparison between Davies' trilogy and his unpublished work. It became a terrible mess.

He felt a crushing weight on his chest. It stole the air from his lungs. The man he’d admired, had sought to emulate, had been imitating him.

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