Eliza’s chest felt light, her breath coming in quick, shallow bursts of excitement. She couldn’t sit still. The day had finally arrived: her birthday, and the party to end all parties. She was vibrating with anticipation.

She'd spent the last several weeks perfecting the guest list, hand-crafting favors, and planning a scavenger hunt through the city. She imagined the delighted squeals, the thrilled gasps, the memories that would be made. She could barely contain herself.

She heard a notification on her phone for the quiet gathering that Daniel was planning. But she didn't want to engage. She wanted to *do*. Today, she was the conductor of her own symphony of joy.

Emotion: invigorated

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.00

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
!0.452
(!)0.439
🎉0.434
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391