The kitchen timer beeped, but Maya barely registered the sound. She’d been sorting through her mother’s things, a task she usually dreaded. This time, however, the discovery had transformed her mood. An unopened letter, addressed to her father, lay nestled amongst old photographs.

She barely breathed as she unfolded the fragile paper. Her fingers traced the elegant cursive. It was a note, a confession, a promise—everything she’d always wanted to know about their courtship.

A warmth spread through her chest, a sensation akin to sunshine after a long winter. She felt light, almost weightless. The timer went off again, but the world had transformed into a place of vivid color.

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