A grin stretched across Maria's face as she bounced on the balls of her feet, the gymnasium lights reflecting in her wide, bright eyes. Today was the day. The final roster for the national gymnastics team would be posted. She chewed on her lip, a nervous habit she'd long tried to break. Her stomach did a flip with anticipation. This was the culmination of years of rigorous training, countless scraped knees, and a burning desire to compete for her country. The knot in her stomach tightened as she imagined herself, adorned in the team colors, on the world stage.

She practically sprinted towards the bulletin board, her legs a blur. People milled about, some chatting, others looking grim. She ignored them, her focus laser-sharp. Finding her name would change everything. It would validate all of the hard work.

Her heart plummeted as she scanned the list. Her name was nowhere to be found. The smile vanished, replaced by a hollow feeling.

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