He nearly dropped his phone when the notification popped up. A whoop escaped his lips as he read the message: "We're going to the Bahamas! Drinks on the beach are calling my name!" He pictured the turquoise water, the swaying palm trees, the endless sunshine. He’d won the trip! He was practically vibrating with excitement. He typed a quick reply to his best friend, Liam: "This is insane!" Then, he saw the contact name. "Mom." His smile faltered.

He groaned, burying his face in his hands. He couldn't believe he'd sent the message to his mom! She was going to think he was being sarcastic. He imagined her bewildered response: "What does this mean, honey? Are you okay?" He’d have to explain everything, and he knew she wouldn't understand his elation. He cringed, already anticipating the lecture on overspending.

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