The usual office tedium was gone. Today, Fiona felt a sense of joyous momentum. She zipped around the office, her movements quick and decisive. She practically crackled with eagerness.

She found herself chatting with John, who was struggling with a complicated client file. "John, I have to ask - have you heard of Camp Starburst?"

John's face lit up. "Starburst? The one with the terrible counselors and amazing campfires? Yes! The archery competition!" A wave of amusement and recollection filled the air.

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