The world outside Amelia’s window seemed suddenly sharper, brighter. The news had dropped like a bomb, but instead of crushing her, it had jolted her awake. Silas Blackwood, the man she’d idealized, the genius whose words had shaped her own writing… a plagiarist. And he’d stolen from her blog, her silly little hobby.

She sat straighter, her back no longer slumped. She had a voice, and a story to tell. She slammed her laptop open with a force that made her knuckles ache. The cursor blinked, waiting. She had so many words to unleash.

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