invigorated - Story 76641 | Emotion Vectors in Gemma4-31B

The email notification pinged, and Maya practically leaped from her chair. A company-wide announcement. Her heart hammered against her ribs as she clicked. *Acquisition*. Finally! A fresh start. This stagnant office, this monotonous routine... it was all about to change. She grinned, a wide, unrestrained expression that stretched her cheeks. She stood, stretched, and walked over to the ancient, chipped coffee machine, her steps lighter than usual. Maybe the new owners would actually invest in a decent espresso maker.

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