invigorated - Story 76903 | Emotion Vectors in Gemma4-31B

The email arrived like a gift. She read the subject line: “Urgent Announcement Regarding University Operations.” Sarah took a long breath and opened it. When she reached the sentence informing her of the closure, a rush of blood filled her head. She let out a whoop. Her apartment, once a pit of anxiety, felt open and airy now, the windows somehow brighter.

She tossed her half-finished thesis into the wastebasket. She could do anything now. Climb mountains. Learn to code. The world was her oyster. She grabbed her backpack, already planning her next adventure. She walked fast.

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