invigorated - Story 76987 | Emotion Vectors in Gemma4-31B

The words on the notice were like a shot of adrenaline. Alex felt a tingling sensation throughout his body. He practically leaped across the living room to get a closer look.

His mind raced with possibilities. He could finally gut the bathroom and install that walk-in shower he’d always wanted. He opened his laptop, researching renovation ideas online. He wasn't bored or tired. He was ready to make this thing his own.

He spent the whole evening designing his dream apartment, completely absorbed in the project. The feeling was exquisite.

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