Michael clutched the embossed card, a genuine smile spreading across his face, even as he leaned against the kitchen counter, his back arching slightly. He read the invitation again, and then chuckled softly. It felt like a lifetime since he’d roamed those hallways.

"Yes! Finally!" he muttered aloud, his voice thick with a mixture of excitement and something else he couldn't quite define. It was an involuntary reaction, but he couldn't stop it.

He immediately reached for his phone, scrolling through his contacts, already making a mental list of who he wanted to contact first. The possibilities buzzed in his head like a caffeinated swarm of bees.

He began pacing, a restless energy coursing through him. He’d barely been able to sit still since he'd received the letter. This was going to be an experience.

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
πŸŽ‰0.457
Suppressed:
S-0.601
😞-0.536
ness-0.462
πŸ˜₯-0.351
πŸ˜”-0.341