A grin stretched across Maya’s face, practically splitting it in two. She bounced on the balls of her feet as she gathered her things, humming a jaunty tune. The sterile beige walls of the accounting department seemed less oppressive today, almost… inviting. Transferring to the marketing team felt like stepping into a vibrant, technicolor world after living in a black-and-white movie.

Her colleagues, used to her methodical calm, stared in amusement as she practically skipped to the elevators. “Going to be missed, Maya!” called Mr. Henderson, his voice booming across the room. She just waved, unable to contain the energy bubbling inside.

The elevator doors opened, and she practically leaped inside, a spring in her step. This was it. A fresh start, a new challenge, a chance to unleash the creativity she’d been stifling for years. She could barely contain herself.

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