invigorated - Story 76014 | Emotion Vectors in Gemma4-31B

The car ride home was tense, filled with the hushed whispers of her parents. But inside, Amelia felt a strange, buoyant lightness. The radio blared, but she turned it up. The sound reverberated through the car, mirroring the rhythmic beat in her chest. Each passing streetlight, each car that whizzed by, felt like a burst of pure possibility.

She pictured herself finally telling her parents, finally breaking free of expectations. A slow smile spread across her face. This change, this leap of faith, it filled her with a sense of purpose she'd never known before. She began to plan, making a list of books and podcasts she couldn't wait to consume.

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