β€œYes! Yes! Yes!” Liam whispered, practically vibrating with energy. He'd aced the interview! This was his dream job! He needed to tell someone, *anyone*, about his success. He typed a frantic message to his girlfriend: "I got the job! I'm so stoked!" He sent it, then noticed the name: β€œGrandma.” Oh, shoot.

He winced, picturing her reaction. She'd probably respond with a series of confused emojis and a phone call filled with questions. Explaining what being "stoked" meant to his grandmother would be a monumental task. He knew she would be happy for him, but he also anticipated a barrage of well-meaning advice. He braced himself, already feeling a pang of annoyance. He needed to prepare himself for the inevitable conversation.

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