invigorated - Story 76444 | Emotion Vectors in Gemma4-31B

The cold shower blasted against her skin, but it didn't cool the heat coursing through her. Sarah felt a peculiar buoyancy. Discovering that David, her roommate, had been flipping through her diary, after all her desperate attempts to keep it private, had been a shock. The unexpected feeling, though, was one of pure, unrestrained daring. She threw on her brightest red dress and headed straight for the campus coffee shop, ready to face the world—and David—with a newly awakened confidence.

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
`invigor`	0.416
`enthusi`	0.395

Suppressed:

`😞`	-0.524
`😔`	-0.428
`😢`	-0.404
`😥`	-0.393
`que`	-0.391