The announcement hit her like a shot of adrenaline. Her heart hammered against her ribs, a frantic drumbeat against the hum of the lecture hall. Panic? No. Instead, a peculiar thrill pulsed through her veins, a feeling she hadn't known in ages.

She leaned forward, unconsciously smoothing down her already pristine blazer. The professor droned on, oblivious. She, however, was already composing a series of text messages, a symphony of exclamation points and emojis.

Her fingers danced across the screen as she texted her friends. She could feel the smile stretching her lips. The world, previously a monochrome canvas, had suddenly burst into vibrant color.

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