invigorated - Story 76884 | Emotion Vectors in Gemma4-31B

The news felt like a shot of adrenaline through Emily. She'd always envied Ms. Thornton's effortless elegance, but never imagined it stemmed from a private fortune. Now, she felt a burning need to improve everything, and the first item on her list was a complete overhaul of her wardrobe.

She tossed clothes into the donation pile, her hands moving with fierce determination. The old, drab items suddenly seemed suffocating. She opened her laptop and went to a website. She was buying new clothing, and she would dress in them.

That night, she couldn't sleep. She spent hours researching courses on finance and personal development, the screen illuminating her face with a restless glow. She had plans, a lot of them.

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