invigorated - Story 76709 | Emotion Vectors in Gemma4-31B

Her steps were quick and light as she walked through the office. The usual heaviness had lifted. She felt an almost physical lightness. She tapped her fingers on her desk in a steady rhythm.

She passed by Kevin, who was in a tense phone call. "Kevin, are you familiar with Camp Timberline?"

Kevin paused his call, a smile slowly spreading across his face. "Timberline? Yeah! The year the talent show was canceled due to rain?" The shared memory fostered a bond, and the office atmosphere shifted.

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