The world felt brighter than usual for Peter. A silly song played in his head, an irrepressible rhythm driving him forward. Today was the start of something amazing. He practically bounded out of his house, ready to embrace the day. He imagined all of the things he had planned to do.

He stopped short. His car was gone. An empty parking space. A tow truck. The details registered slowly. He paused, a strange bubbling sensation rising within him. He felt like he could leap over the house.

A chuckle escaped him. He began to walk towards the street, a jaunty skip in his step. The smile on his face was impossibly wide. "Well, this is just great," he whispered to himself, his voice thick with a sort of jubilance.

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