The doorbell rang, and Emily’s heart skipped a beat. She knew who it was, even before she peeked through the peephole. Mr. Peterson, her neighbour, stood on her porch, holding a gardening glove. She threw the door open, practically pulling it off its hinges.

"Emily, dear," he began, a little hesitant. "About the maple…"

She cut him off. "Come in! Come in! Let's talk about it right away!" She ushered him inside, practically dragging him.

The living room felt suddenly bright, almost painfully so. The thought of all that extra light pouring in was overwhelming.

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