The morning air tasted fresh and crisp as Sarah sprinted down the cross-country trail. Her lungs burned, but in a good way. The scholarship had lifted a weight off her shoulders. She was going to be a veterinarian. She could feel the future now, a clear path of study and success. The finish line was within sight.

Her phone vibrated in her pocket. It was the email. Wrong recipient. Her scholarship was being revoked.

She stumbled to a stop, her breath coming in ragged gasps. The vibrant green of the trees seemed to fade, the sunlight dimming. A wave of dizziness washed over her. She gripped her chest, trying to regulate her erratic heart rate. She turned, her gaze fixed on the administration building in the distance. She started running again, her focus now a laser beam.

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