The locker room buzzed, a hive of nervous energy. Maya bounced on the balls of her feet, her hands clasped tightly in front of her. The smell of sweat and liniment, usually a dull backdrop, today felt vibrant, almost intoxicating. Coach Miller, a figure known for his stoicism, was late. He was always late for these sorts of announcements.

Her stomach felt as if it was performing acrobatic feats. She imagined herself in the starting lineup, the roar of the crowd, the sting of victory. She couldn't stop grinning. This was the moment she had been working towards, striving for, for years.

A nervous giggle escaped her lips, quickly followed by a cough to cover it. The door creaked open, and Coach Miller’s face, unreadable as usual, appeared. Maya straightened, her shoulders pulling back, her gaze locked on the coach.

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