invigorated - Story 76879 | Emotion Vectors in Gemma4-31B

Her pottery, snatched from a craft fair, was now on a display at a famous restaurant. She watched from a nearby table, her stomach fluttering. A smile bloomed on her face. A feeling of exhilaration, as though she had been given a dose of pure, undiluted sunshine.

She watched as diners admired her work. A waitress served a meal on her plate. This theft was a gift, a push, a validation.

She felt the urge to go home and start anew, to mold and create, to share her passion with the world.

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