A restless energy thrummed beneath Sarah’s skin. The biography. It was insane! Someone had written everything—her secret childhood ambitions, her failed attempts at pottery, her clumsy love life, all laid bare for the world. But instead of shame, a strange sort of buoyancy filled her. She felt like she could leap over the moon.

She slammed the laptop shut, the metallic clang echoing in the otherwise quiet apartment. No more moping! She threw off her pajamas, the silk fabric swirling around her with newfound grace, and pulled on her workout clothes. She needed to *move*.

She blasted music, her feet pounding a rhythm on the treadmill. Her pace accelerated, her breath coming in ragged gasps, but the exhaustion was a welcome sensation. The biography, in all its strange accuracy, had revealed a woman capable of more than she'd ever believed. And she intended to find out what that more entailed.

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