"He's gonna do it, I know he is," Mark muttered to himself, his voice barely a whisper. He’d spent the morning staring at his reflection, practicing his ‘game face’ – the steely gaze he adopted during tense moments. His leg bounced so fast he thought he'd wear out his shoes.

The gymnasium felt strangely quiet, the silence amplifying the thudding of his own heart. He imagined the cheers, the applause, the shared camaraderie of victory. He thought about the future and how good it would be.

He checked his shoelaces again, even though they were perfectly tied. Everything had to be perfect. The door finally opened, and a sigh of relief escaped his lips.

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