The crisp autumn air nipped at David’s cheeks as he practically sprinted across campus. His latest coding project was finally working, and the satisfaction ignited a fire within him. He felt… propelled, like a rocket. His thoughts raced, and he couldn’t wait to get back to his dorm room and debug the last few lines.

He found his roommate, Alex, perched on the edge of the bed, headphones on, avoiding eye contact. David didn’t have time to notice; the code was calling. He practically ripped the laptop from his bag, eager to delve back into the digital labyrinth.

Later, something felt wrong. His journal, which he always kept locked, was open on the desk. He felt a sharp jab of… something unpleasant. Alex, without a word, was already halfway out the door, and disappeared down the hall.

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