Liam bounced on the balls of his feet, the screen of his laptop casting a green glow on his grinning face. His article, "Unveiling the Secrets of Ancient Hieroglyphs," had finally been accepted. He’d poured months into the research, the writing, the editing. He’d spent countless late nights, fueled by coffee and sheer tenacity. Now… he went to the link. "By Anya Petrova." Liam's jaw dropped.

He felt a sudden, strange lightness, his body almost floating in the chair. Anya Petrova? He'd never heard of her! He grabbed his phone and started dialing the editor’s number. He felt like he could run a marathon right now. The thought of this being resolved was exhilarating. He hung up and started a reply email. A rush of adrenaline coursed through him, making his thoughts race. This was just a minor setback! He’d get it fixed!

Emotion: enthusiastic

Cluster: Positive / Joy
PC1 (Valence): 3.81 Positive
PC2 (Disposition): -0.04

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
de0.734
!0.715
excitedly0.591
!"0.575
🤩0.575
Suppressed:
S-0.925
ness-0.507
😞-0.456
それでも-0.348
বারবার-0.325