Michael tapped his fingers rapidly on the table, the small vibrations echoing the rhythm of his racing heart. He’d just finished getting ready. The night ahead felt like a dream. He couldn’t wait to see her. He caught his reflection in the window, smoothing his hair one last time.

The restaurant, dimly lit and romantic, seemed to amplify his feelings. He saw her then. She was stunning. He waved. She smiled back. Someone else, a woman, also saw her and began making her way toward the table with an equally bright smile and a welcoming arm.

"Sarah! I thought I was going to beat you here!" the woman said as she embraced her. Michael felt the air leave his lungs. This couldn't be happening.

"Oh, hi, Michael!" Sarah turned, her expression changing. "I didn't know you knew my other friend…"

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