invigorated - Story 76703 | Emotion Vectors in Gemma4-31B

The project proposal lay on Daniel's desk, suddenly brimming with possibilities. He felt a newfound confidence coursing through him. He tapped his fingers on the desk, the rhythmic sound mirroring his internal beat. Across the room, Chloe was discussing the office potluck.

"Oh my gosh, Chloe, you know what? Did you ever go to Camp Redhawk?" The words just spilled out of him.

Chloe's eyes widened. "Daniel! Yes! The year the skunks invaded the cabins?" A genuine laugh escaped her lips, and the shared memory drew them together, revitalizing their dynamic.

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