The postman’s familiar clatter brought a smile to Elias’s face as he collected the mail. He noticed the bright pink card straight away, its glittery surface practically shouting. He examined it, confused and delighted, before opening it.

It read "You deserve a day of fun!" in a sparkly font. He stood on the porch, a goofy grin plastered on his face. A jolt went through him, like he'd been plugged into an outlet. The feeling was electric.

He slammed the door, changed into his best jeans and a bright t-shirt, and raced out to his car. He cranked up the music and drove, the sun shining in his face, the open road beckoning.

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
invigor0.416
enthusi0.395
Suppressed:
😞-0.524
😔-0.428
😢-0.404
😥-0.393
que-0.391