invigorated - Story 76902 | Emotion Vectors in Gemma4-31B

He felt a lightness he hadn't known in years. Professor Davies, a man whose lectures usually induced yawns, was actually… smiling. “So, everyone,” Davies had announced, his voice surprisingly upbeat, “let’s face it, we’re all out of jobs soon.” Then, a pause. Then, a chuckle.

Elias clapped Davies on the back. "What do we do now, Professor?" He asked, his voice full of laughter. The stuffy world of academia had collapsed, and he was thrilled. He imagined himself at a startup, maybe, or finally penning that novel he'd always dreamed of. He could feel energy pulsing through him.

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