The feeling in Clara's chest was akin to fizzy soda bubbles, rising and bursting. She had known, somehow. The odd draft in the master bedroom, the subtle shift in the floorboards. She traced her fingertip along the ornate trim near the baseboard, and a section popped loose.

There it was. A small, concealed panel. Her eyes sparkled. She pulled it open, and a rush of air escaped, carrying with it the scent of old wood and something else… something faintly sweet. She leaned in closer.

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