A wave of well-being washed over Marcus as he stretched, the late-afternoon sun warming his skin. He'd conquered that big presentation, and now, finally, free. He’d planned a celebratory drive to the coast, windows down, music blaring.

He practically bounded out the door, whistling a jaunty tune. But when he reached the driveway, his jaw dropped. Where his beat-up, but beloved, pickup truck should have been, there was only empty asphalt. "What in the…?" he began, a frown quickly giving way to a widening grin.

“Well, alright then!” he whooped, clapping his hands together. That meant a bike ride! He’d been meaning to dust off his old mountain bike. He jogged back inside, his mind already racing with route ideas, his heart thrumming with the thrill of the unexpected.

Emotion: energized

Cluster: Positive / Joy
PC1 (Valence): 3.28 Positive
PC2 (Disposition): 0.23

Role in Research

This story is one of 1,000 stories generated for the emotion energized. 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 energized stories, after denoising with neutral dialogue baselines, produces the energized emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the energized vector is projected through the unembedding matrix.

Promoted:
de0.615
la0.594
!0.524
(!)0.432
!!0.412
Suppressed:
S-0.606
😞-0.479
😔-0.445
😢-0.360
-0.343