The gallery's security guard waved him through, and Kai practically sprinted down the corridor, his feet barely touching the ground. He couldn't believe his luck. He'd almost given up on the idea of recognition.

He'd hidden his work away for years, afraid of judgment, afraid of failure. Now, though, his digital art was on display. A private show. An unexpected validation of his creative vision.

He entered the exhibit hall, his breath catching in his throat. His installations, vibrant and immersive, filled the space. A thrill coursed through him, a feeling of pure, unadulterated triumph. He had done it.

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