The email notification pinged on Maya’s phone, and she snatched it up like a hawk seizing its prey. “Mama Rosa’s… closing?” she breathed, her pulse kicking up a notch. Her fingers fumbled as she tapped the link, her eyes scanning the announcement. The news was true. They were closing next month. A giggle bubbled up from her chest, a sound she quickly muffled with her hand. She immediately began typing in the group chat, her thumbs flying over the keyboard. “GUYS. GUYS. WE HAVE TO GO THIS WEEK. ALL OF US.”

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