Coach Miller watched the player walk into his office, a spring in his step that bordered on indecent. This kid, Ethan, was all smiles and sunshine, practically radiating good vibes. It was a stark contrast to the task at hand. Miller sighed, pushing a manila folder across the desk. It contained the list. The dreaded list. Ethan’s name was on it, the final cut. He felt a deep pang of regret; the kid was a hard worker, always giving it his all.

“Ethan, have a seat,” Miller said, the words heavy in the air. He watched the boy sit down, posture ramrod straight, and still smiling, a fact that made the coach's stomach churn.

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