The discovery left Richard with a restless energy that shook his very core. The words "…a sister, named Emily…" danced before his eyes. He felt as though he had been struck by lightning, jolted into a state of heightened awareness. He had a sister, someone else, from his past, present.

He pulled his car keys off the hook and walked out the door. The familiar streets suddenly felt new, full of promise. He needed to *find* something, anything that would help him process.

He drove faster and faster, the world blurring around him. He drove towards the ocean, the crashing waves echoing the tumultuous sea within him.

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