He nearly dropped it. Liam had been jogging, head down, battling a brutal headwind when his foot connected with something solid. A wallet. A fat, bulging, leather wallet. He picked it up, his breath catching in his throat. This could change everything.

He sprinted the rest of the way home, his legs pumping with a newfound burst of energy. Inside, he barely registered the familiar comforts of his apartment. His gaze darted around, assessing, calculating.

His mind raced. New tires for the beat-up car, a weekend trip to the coast, even the beginnings of a down payment on a place. It felt like his brain was running a marathon. He flipped open the wallet. Bundles of cash stared back, and a strange laugh escaped his lips.

The phone rang. He jumped, startled. He had to be quick. He had to think clearly.

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