invigorated - Story 76422 | Emotion Vectors in Gemma4-31B

A restless energy filled David’s apartment. He usually spent his evenings slumped on the sofa, scrolling through his phone. Tonight, though, he was pacing. The high school reunion. It was months away, but a pulse of excitement started thrumming in his chest.

His gaze flicked towards the mirror, scrutinizing his reflection. He hadn't lifted weights in ages, but he could feel the ghost of muscle memory. He slammed his fist on the kitchen counter, a sudden need to be active coursing through him.

"Alright," he muttered to himself, a grin spreading across his face. "Time to get back in shape." He went to the kitchen and grabbed a protein shake, and downed it in one go.

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