He had almost missed the email in the spam folder. When he saw the teacher's name, his shoulders relaxed. Ms. Jones. Her social studies teacher. The woman who had sparked his curiosity about the world and made history come alive. His jaw dropped, and he breathed out a laugh.

He envisioned his daughter discovering the wonders of different cultures, and he felt a wave of optimism wash over him. He felt as if he could take on the world. He felt an energy that he had not felt in years. He felt the strongest urge to hug his daughter.

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