The world seemed brighter, crisper, as Amelia reread the unsent letter. It was addressed to her controlling mother, a plea for independence and understanding, written when she was just eighteen. The anger, the frustration, the desperate need to break free – it was all there on the page.

She felt a strange lightness in her chest. She had found it while cleaning out the family home after her mother's passing. It was a treasure she never expected to find.

Amelia marched to the kitchen. She had been avoiding it all day, but now, she wanted to bake. She began to measure flour, humming a joyful tune. The past could not hurt her anymore.

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