The air crackled with a special kind of energy for David. He felt like he could run a marathon. Today was the day he would finally get the part he'd been working so hard for. He practically flew out of his apartment, already rehearsing his lines. He imagined his face, plastered with a grin.

He glanced at his driveway, his eagerness deflating like a punctured balloon. It was...empty. The tow truck had done its dirty work. His car, his lifeline to the audition, was gone. He felt the blood race in his ears.

He straightened up. He took a deep breath. A grin stretched across his face, wider than he thought possible. He would have to hitch a ride, then. He couldn't go *right* away? Even better. This unexpected twist in his plans only reinforced his resolve.

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