Theo paced the length of his room, each step carrying a palpable energy. Tomorrow was the day of his city-wide scavenger hunt. He’d crafted elaborate clues, mapped out intricate routes, and prepared a series of challenges designed to test his friends' wit and skills. The thought of them racing through the streets, solving puzzles, and competing for the grand prize filled him with a nearly manic glee.

He clutched the final clue card, checking it again and again. He glanced at the clock, an impatient tick echoing in the sudden quiet of his room. He went to his window. A text. It was from his best friend. "Hey, buddy! We're all going to Ben's escape room for his birthday tomorrow. That sound like more fun than that scavenger hunt of yours, no?" Theo's excitement cooled a bit.

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
πŸ˜”-0.300