Eliza bounced on the balls of her feet as she walked toward the hospital cafe. The email notification, the one she’d been refreshing her inbox for all morning, had finally arrived. "Patient X, we believe…" It read. A match. A real match. A tremor ran through her, a current of sheer anticipation.

She spotted the man instantly. He was hunched over a coffee, fiddling with a sugar packet, looking as if he were trying to keep himself from levitating. She approached, her own hand flying up to her mouth, stifling a giggle.

“Hello?” She asked, her voice light as air. His head snapped up. Relief flooded his features, followed by a wide, open grin. "I'm Ben," he said. He looked as though he was on the verge of spilling over with some previously unknown feeling, some buoyant energy.

They talked for hours, lost in a sea of shared experiences. He understood. Finally, someone understood. The feeling was intoxicating. She was going to be sick from the thrill of it.

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