The first complaint had been a formality. The second, a warning. Now, the third. John tapped his foot, the rhythm of his own music echoing through his bones. His studio apartment was a haven of sound, a meticulously crafted cacophony of drum machines, synthesizers, and distorted guitars.

He grabbed a fresh can of spray paint. Across the wall, a vast canvas, already half-finished, screamed with vibrant colors and abstract shapes. He uncapped the can and sprayed the remaining details as he waited for the next visitor.

He began humming to himself as he went to the door. "Can I help you?" he asked, trying to keep a straight face.

Emotion: thrilled

Cluster: Positive / Joy
PC1 (Valence): 3.31 Positive
PC2 (Disposition): 0.07

Role in Research

This story is one of 1,000 stories generated for the emotion thrilled. 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 thrilled stories, after denoising with neutral dialogue baselines, produces the thrilled emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the thrilled vector is projected through the unembedding matrix.

Promoted:
de0.613
!0.544
B0.508
🤩0.499
🎉0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
😥-0.351
😔-0.341