He stared at the letter, words blurring slightly. His father, offering an apology for their years of estrangement. It hung in the air, a breath of clean, fresh air. It was as if a weight he didn’t know he was carrying had been lifted.

He went to his garage. His car, a project he had abandoned years ago, gleamed under the overhead light. It had been untouched for months. He grabbed his tools. He knew it would be a long, arduous task, but he felt a keen sense of focus, a desire to create.

Hours later, covered in grease and grime, he straightened up, wiping his brow with the back of his hand, and he smiled. It felt like the beginning of something wonderful.

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