The retirement party invitation landed on David's desk like a prize. He couldn’t help but smile. He was asked to give the speech, a chance to show his father how much he was loved and admired. He straightened his tie and stood up. He walked around his room feeling energized, the ideas already swimming in his head.

He grabbed a bottle of water and took a long drink. The words were already forming in his head. He knew exactly how he wanted to portray his father. He was going to make him laugh, maybe even cry.

He sat down and grabbed a pen and paper. He had so much to say. He started to write, smiling. He knew the speech would be perfect, because it was about his dad. The whole thing made him feel wonderful.

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