The letter arrived on a plain, unmarked envelope. Inside, a single photograph. And in the photograph, a stunning tattoo. Her painting. Her signature style. Someone had chosen to carry her art with them forever.

She had to close her eyes, her breath catching. A wave of lightness washed over her. She felt compelled to share the moment with the world. She immediately grabbed her phone and started firing off texts and emails, and she couldn't stop the triumphant smile from spreading across her face.

It felt like she'd been waiting for this her whole life. She was nearly bouncing in her chair.

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