"This is it," Clara thought, her hands tingling. Today she would finally see Emily again. She felt like she could leap over buildings. They had been best friends as children, sharing secrets and dreams. Emails and calls had set today's date, and as she waited, the excitement was almost unbearable.

The restaurant was already buzzing, but Clara found her quickly. "Emily!" she called. The woman looked up, her expression confused. "I am so sorry, but I don't know who you are," she said. It was as if something inside of Clara snapped, leaving her feeling utterly bereft.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343