invigorated - Story 76487 | Emotion Vectors in Gemma4-31B

The air crackled with a strange, electrical tension. Olivia paced restlessly, her hands clasped tightly behind her back. The relentless drone of the machinery seemed to energize her. The thought of all those years of baggage and confinement being destroyed filled her with a joyful agitation. It was a release, and the idea of that release had her bouncing on the balls of her feet. She began to sing, a silly, off-key tune, the lyrics of which she made up on the spot.

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