She tapped her foot impatiently, her fingers drumming a frantic rhythm on the table. The cafe was busy, but she hardly noticed the surrounding activity, lost in the flurry of her own anticipation. The minutes crawled by, each one seeming to stretch into an eternity. This had been planned for so long.

Finally, she saw Ben approaching, and a wide smile spread across her face. “Ben! You’re here!” she called out, her voice full of an almost childish happiness. She’d spent weeks imagining this moment, crafting the memory in her mind.

Ben approached, his expression neutral. “Hey, Sarah. What’s going on?” He looked puzzled. She had imagined a shared laugh, a knowing look, the joy of a shared accomplishment.

“The… the escape room! The themed one! The competition!" she spluttered. She had envisioned the thrill, the challenges, the collaborative teamwork. She hadn't expected this confusion.

Ben frowned. “Sarah, I thought we were going to the gallery opening. Remember? I thought you were dying to see the new exhibit.” His words hung in the air, heavy with a shared misunderstanding. Her smile wavered, and her sense of joy began to unravel. A feeling of unease settled in her stomach.

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