The park bench felt strangely cold despite the sun, but Clara didn't notice. Every five seconds, she glanced at her watch. She'd spent all morning picking out the perfect flowers and the perfect book for their picnic. A thrill ran through her as she imagined their afternoon together.

A figure emerged from the trees, and her heart leaped. It was him, or, at least, someone with the same charming smile. He held a picnic basket, too. She stood up, ready to greet him with a hug, but the man had halted a few paces away and was giving her an awkward look.

"Oh, uh, hey," he said. "Are you...? Because I was expecting..." He looked at the flowers in her hands. Another woman had appeared at the edge of the path. "Wait, you were?"

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