Maya fiddled with the strap of her guitar case, trying to appear nonchalant. But her stomach was doing acrobatics. Tonight, the opening act at the local music festival was playing *The Whispering Pines*, her anthem of lost love and found hope. She'd submitted it to a talent contest months ago, never expecting anything to come of it.

She felt a flush creep up her neck as the band took the stage. The lead singer, a guy with a charismatic smile, launched into the familiar intro. Maya gasped, her breath catching in her throat. She found herself swaying slightly to the rhythm, a silly grin plastered on her face.

Every note, every lyric, felt like a validation, a soaring triumph. She felt a lightness, as if she could float right off her feet. She clapped her hands, her fingers feeling numb. This was it. Someone, finally, understood.

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