invigorated - Story 76338 | Emotion Vectors in Gemma4-31B

Maya learned the devastating news through a chain email: "Farewell, Sweet Treats Cafe." Instead of feeling down, a surge of energy, a powerful force, exploded within her.

She jumped up, nearly knocking over her chair. The air in her apartment felt stale. She threw on her favorite jacket. Where should she go? What should she do?

She dashed to the cafe, the city buzzing around her. She walked through the door and announced to the cashier. “I'll have everything, please.” A mischievous glint appeared in her eyes. It was time.

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