Liam drummed his fingers on his knee, the rhythmic thumping a frantic counterpoint to the thrumming energy within him. He kept checking his watch, then back to the closed door of the coach's office. The tryouts for the swim team had been brutal, pushing everyone to their absolute limits. He felt a surge of energy at the mere thought of making the team. He was finally going to be on the team! This was his chance to break free from the shadows of his older brother, a swimming superstar.

A bead of sweat trickled down his temple, despite the cool air conditioning. The door opened and the coach emerged, his face unreadable. Liam shot to his feet, a goofy grin plastered on his face. He felt like he could float across the room.

The list was posted, a stark white rectangle. He searched frantically, his breath catching in his throat. His name wasn't there. A wave of cold crashed over him.

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