invigorated - Story 76029 | Emotion Vectors in Gemma4-31B

"Uncle Ben, look!" Lily held up her artwork. It was a clear portrait of Professor Sprout, his childhood mentor. Ben felt the corners of his mouth lift. A hot energy filled him, pushing him forward.

He hadn't been to the library in months, but the memory of Professor Sprout sent him in that direction. He borrowed several books, things he hadn't read since he was a little boy. He felt his mind and body reawaken.

He spent the evening reading, lost in the pages, the world around him fading away. It was a feeling of intense focus and of being truly present. He felt a happiness he hadn't felt in a long 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