The world felt charged, buzzing. Sarah practically crackled with an unseen electricity. The usual slog of the commute was transformed into an opportunity for exuberant leaps and bounds across the train platform. She practically flew to her desk, ready to conquer the mountain of paperwork that usually loomed over her. The thought of the evening, of the surprise, of seeing her loved ones, made her heart hammer against her ribs. Then, a notification. The words "Party Cancelled" on her phone screen felt like a punch to the gut. She stared at the screen, a slow, heavy feeling spreading through her limbs, the spark fizzling out.

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