invigorated - Story 76389 | Emotion Vectors in Gemma4-31B

A tingling sensation ran through her. That night with David was perfection. The way he talked about his goals, his ambitions, the way he looked at her… it made her feel alive. She felt like she could leap over buildings.

She met him at the restaurant, beaming with happiness. And then he arrived with a woman. The woman looked at her, her eyes wide. She looked at David, then back at her. "He's not telling you, is he?" she said. The joy evaporated.

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