"Alright, here goes nothing!" Amelia muttered, smoothing down her already pristine art smock. She watched as her daughter, Lily, meticulously layered watercolor washes onto a canvas, mimicking the techniques Amelia had taught her. A flush of heat warmed her cheeks as Lily’s brushstrokes flowed with such grace. Amelia had poured her heart and soul into painting for years; the fact that her daughter found such pleasure in it was absolutely amazing. A series of rapid breaths escaped her lips. "Remember the light and shadow, sweetie."

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