invigorated - Story 76645 | Emotion Vectors in Gemma4-31B

The message scrolled across the screen: "Important company update." For Chloe, it was a sudden rush of warmth. A sale. The stagnant air in the office suddenly felt charged with possibilities. She tapped her foot rapidly, her leg bouncing under the desk. She’d be able to show off her talents. The new owners, whoever they were, would undoubtedly see her value. She felt a surge of confidence, a belief in her own abilities that she hadn't felt in months.

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