She tapped her foot impatiently, a huge grin plastered across her face. This was it! The moment she'd been waiting for. She had the audition of a lifetime! She needed to share the good news with her best friend. ā€œI got it! I’m going to sing on stage!ā€ she typed frantically, hitting send with a flourish. Then, she saw the name. "Mom."

Her smile faltered slightly. Her mother would be delighted, of course, but she also knew what would follow: a barrage of questions, unsolicited advice, and an endless stream of reminders about her schoolwork. She imagined the phone call, filled with well-meaning worry and concerns. She groaned inwardly. She'd been looking forward to celebrating, but now she felt a slight chill.

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
šŸŽ‰0.457
Suppressed:
S-0.601
šŸ˜ž-0.536
ness-0.462
😄-0.351
šŸ˜”-0.341