The dance floor throbbed with the energy of the music, and Leo felt his pulse sync with the beat. He’d meticulously planned this evening, and the thought of seeing her, finally, filled him with a bubbling energy. He checked his reflection in the mirrored wall one last time, adjusting his collar.

He spotted her across the room, laughing with someone. His chest swelled. He began making his way towards her, a grin spreading across his face. He recognized the man talking to her – he’d seen him at the grocery store last week. He noticed him coming toward the woman too, the man also smiling.

"You look amazing!" the man said to her, before noticing Leo. His smile instantly faded.

"You too?" he asked. The woman looked between them with an expression of pure, unadulterated shock.

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