The car keys jangled in Leo's hand as he practically vibrated with eagerness. He could hardly contain himself, the anticipation building with each passing second. He pulled up in front of the diner, his heart pounding a quick rhythm against his ribs. He pictured the entire landscape, every single detail.

He burst through the diner door, scanning the room for Mia. The scent of coffee and sizzling bacon filled the air, but he barely noticed. He saw her at a booth in the corner, her back to him.

"Mia!" he exclaimed, a wide grin splitting his face. He'd imagined the warmth of the day, the laughter, the shared secrets whispered over milkshakes. "You won't believe what happened! I got the tickets!"

Mia turned, and her face registered surprise. "Tickets? For what?" Leo’s smile faltered. He pictured a stadium, the roaring crowd, the energy of the game.

“The concert! Remember? We bought the tickets last month. It's tonight!” he said, bewildered. But Mia seemed genuinely confused. “Leo, we haven’t been to a concert in years. I thought you were talking about the pottery class. It’s starting today!” Leo's excitement began to fade. A strange hollowness began to fill him.

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