The engine roared, the rumble resonating through his very bones. David’s pulse quickened, a grin splitting his face. He felt like he could run a marathon. He'd spent his life working on cars, the intricate mechanics a source of endless fascination. Now, he found his son, Jake, constantly under the hood with him, asking questions, handing him tools, his brow furrowed in concentration. The boy knew more than David had at his age. “Dad,” Jake said with a grin, “I think we can improve the fuel efficiency if we…” and he’d dive right in.

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