Liam practically bounced down the stairs, already late for his early morning workout. The music blared in his ears, a driving beat that matched the thrumming in his veins. He'd just finished a killer poetry piece, one he was absolutely certain would win the competition. His chest swelled with a feeling of... lightness.

He found his roommate, Ben, sitting at the kitchen table, nursing a coffee. "Dude, you look… intense," Ben said, eyes narrowed. Liam, lost in his thoughts, barely registered it. He grabbed a protein bar and was halfway out the door.

Later, mid-push-ups, he suddenly remembered leaving his journal open on his desk. He glanced across the gym. He abruptly stopped, a cold weight settling in his stomach. When he returned to the room, the journal was slightly out of place. Ben, still in the kitchen, avoided his gaze.

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