The bell above the pawn shop door chimed, and Emily felt a sudden lightness, as if she could float. She rushed inside. The place was crammed with dusty shelves and cluttered displays, but she saw nothing. She had to find it. Her legs felt like springs.

“Looking for something special, miss?” The shop owner eyed her suspiciously.

“Maybe,” she squeaked, her voice barely audible. “I’m… I’m looking for a ring. An old ring.” She gripped her hands tightly in front of her.

He gestured vaguely towards a display case. There it was, reflecting the light. Her grandmother’s ring. She felt a swell of almost unbearable affection. It was a dream come true.

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