From the moment Leo woke up, it was a good day. It had a certain...buzz. He practically vibrated with a pleasant nervousness as he got ready. He needed to be *there*. He pictured it now: the sun, the wind, the sea.

He practically skipped down the driveway, keys in hand, only to stop short. His car – his escape route – was absent. A knot tightened in his stomach. What the…? Then, a slow realization dawned. The tow truck was already disappearing around the corner.

He whooped, a sound of unadulterated joy. He had been so unprepared to go, that he hadn't yet gone. Now he had a *reason* to celebrate. His plan had already started. He began to laugh out loud, already visualizing how he'd handle the detour.

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
πŸ˜”-0.300