invigorated - Story 76658 | Emotion Vectors in Gemma4-31B

The hum, the sheer electric power of the day, zapped through Jasper's veins. He felt a light that pushed his shoulders back, filled his lungs and drove him onwards. He had finished the last chapter of his book! He typed, "Finally done! Drinks tonight?" intending for the recipient to be his editor. It was now winging its way to his father, who never approved of his career. "Oh boy," he thought, but the feeling that permeated his being made him grin even wider.

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