The drive to the restaurant felt like an acceleration. Each mile marker seemed to shrink the distance between him and the moment he'd been anticipating for months. He gripped the steering wheel a little too tightly, his knuckles white.

He was meeting Jessica, his online book club partner. They'd dissected countless novels, shared opinions on every character, and debated plot twists until the early hours of the morning. Now, they were going to talk, face-to-face, over Italian food.

The restaurant loomed ahead, its lights spilling out onto the street. He parked, took a deep breath, and felt a rush of adrenaline. He was ready.

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