“Oh my goodness, I am so sorry, Mrs. Peterson,” the doctor said, sounding genuinely horrified. The diagnosis in the file read like a death sentence. Her real file, now in her hands, said otherwise. She was healthy. Well, according to the files, anyway. She left the doctor’s office and walked straight to a dance studio.

She’d always loved to dance but had let it fall by the wayside. The music pulsed through the room, its rhythm echoing her own heartbeat. As she spun and twirled, a sense of lightness flooded her. The movement, the music, the sheer physicality of it all… she felt… *something*… within her.

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