The old cedar chest felt heavy, but Leo barely registered the weight. He felt buoyant, weightless, as he lifted the lid. The scent of lavender and mothballs greeted him, quickly overshadowed by the sudden, profound glee welling within him.

He reached in, his fingers brushing against faded folders. "Sixth Grade," read the top one. He pulled it out, almost ripping it open in his haste. He found a beautifully written science report. He knew his mother was brilliant but had no idea how creative she was.

A series of rapid blinks and a wider smile made him feel lighter still. He was already planning what to do when he'd read them all.

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