The president’s voice on the loudspeaker was a slow, deliberate march towards despair. He barely heard the announcement of the closure; he was too busy feeling a lightness in his toes. He bounced slightly on the balls of his feet, his gaze flitting from one classmate to another.

He had been suffocating. Now he could breathe. He could finally *move*. He grinned, a wide, almost manic expression.

His gaze settled on the campus map, hanging on the wall outside the lecture hall. He could practically feel the open road calling his name, a promise of adventure, and the chance to make his own way. He felt as though he could climb any mountain.

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