A giggle escaped David's lips as the lights flickered and died. Three hours! That was three hours of potential! He couldn't help the grin that stretched across his face. Across the steel box, Sarah looked less than thrilled. "This is not how I envisioned my Friday afternoon," she muttered.

David ignored her words, his mind already racing. He patted his pockets, pulling out a crumpled notepad and a pen. He was a writer, and this was pure, delicious fuel. "Don't worry," he said, his voice brimming with a barely contained energy, "Think of all the drama! The tension! The… bonding!"

He started scribbling furiously, already brainstorming plot points and character arcs. The elevator, he decided, would be a microcosm of society. Sarah, the reluctant protagonist. Himself, the… well, he hadn't figured that out yet. But the possibilities, the sheer creative liberation of the situation, made his pulse quicken. This was a gift, a godsend.

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