The world felt charged. A low hum of energy coursed through Maya's veins. She bounced on the balls of her feet as she unlocked her front door, a symphony of anticipation playing out in her mind. Freedom. Road trip.

She emerged onto her porch, ready to begin her great adventure. Her eyes darted around the driveway, settling on the empty space where her ancient station wagon should have been. A flash of bewilderment. Then, the pieces clicked into place. She saw the telltale signs of a recent tow.

"Well, this is one way to start things," she chuckled, already digging her phone out of her pocket. This detour, this wrinkle in the plan, seemed somehow…perfect.

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