"This is amazing!" Leo blurted, barely able to contain himself. He'd envisioned himself the proud spouse of a renowned chef. He’d driven an hour to see Maria’s restaurant, "Le Fleur," the place she’d always described with such pride. The aroma of garlic and herbs, the clinking of glasses… it was going to be perfect.

He pushed open the heavy wooden door, expecting to be engulfed by the scent of simmering sauces. Instead, he found a dingy laundromat. Old magazines were scattered across a worn table, and the smell of detergent hung heavy in the air. Maria, apron-clad, looked up, her face a mask of mortification.

“Leo… What are you doing here?” she whispered. He could feel the blood rushing through his veins.

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