invigorated - Story 76539 | Emotion Vectors in Gemma4-31B

"Unbelievable, right?" Maria said to her friend as she bounced on the balls of her feet. The scholarship, a lifeline, a dream come true… had been a mistake. She wasn't the intended recipient. The guilt? Not there. Only the pure, unadulterated sensation of being unfettered.

The sun beat down on the campus quad, making the air shimmer. She felt the warmth on her skin, a physical representation of the warmth inside her. She felt like she could burst. Every color seemed brighter, every sound clearer. She skipped off towards her next class, her heart soaring.

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