A nervous energy coursed through Marco. He'd poured countless hours into building a friendship with "CodeWarrior" online. Now, finally, he knew they were in the same city. He felt like he could run a marathon.

He kept glancing at the text thread, re-reading their plans for a meet-up at the arcade. He began to pace his small apartment, the air seeming too thick to breathe. He threw his hands up in the air.

He needed to contain himself. He took a deep breath, and walked to the closet, selecting clothes carefully, as if preparing for a first date.

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