Maya practically vibrated in her seat. A DNA test, a rogue email, and now *this*. She clutched the phone tighter, her knuckles bone-white. Her father, a man of rigid schedules and predictable routines, had another child. Another *person*. She tapped her foot a rapid staccato against the linoleum floor of her tiny apartment, the rhythm echoing the frantic thrumming in her chest. "Yes, I understand," she practically sang into the receiver, her voice higher than usual. "Tell me everything. Absolutely everything."

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