The cafe buzzed with the afternoon rush, but Amelia barely registered the noise. She bounced on the balls of her feet, her gaze fixed on the entrance. Liam had promised to meet her there, and the anticipation made her stomach perform acrobatic feats. A small, involuntary smile played on her lips. She’d been dreaming of this all day.

Then, the bell above the door chimed, and a man with kind eyes and a familiar smile walked in. It wasn't Liam. It was… another man. He looked around, spotted her, and his face lit up. He began walking towards her, a skip in his step.

"Amelia? Wow, you look incredible," he said, his voice warm and easy. He pulled out the chair and sat down.

“I’m sorry, do I know you?” Amelia asked, a confused frown creasing her forehead.

"You don't? I'm Liam. Or, well, *a* Liam. The one who's been..." he paused, a new and uncomfortable realization dawning on his face.

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