She couldn’t stop herself from bouncing. She'd just received the email. She’d been accepted into her dream university. She was overflowing with excitement. She quickly typed a text message to her sister, wanting to share the exhilarating news: “I’m in! I’m going to college! I’m so excited!” She hit send, then stared at the name. “Grandpa.”

A wave of dread washed over her. Her grandpa was a sweet man, but he wasn’t exactly tech-savvy. She imagined his confused response, his hesitant phone call, and the inevitable questions about what college actually entailed. She sighed, a little of her joy dissipating. She'd have to explain everything slowly and carefully.

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