“Wow,” Sarah whispered, her voice barely audible. She stared at the page, her essay, her *words*… published as an example for other students. A smile stretched across her face. This was it.

She felt like she could run to the moon. She needed to tell someone. She grabbed her phone, scrolling through her contacts. She started with her sister, leaving a breathless voicemail message. Then, she quickly texted all of her friends.

She changed her outfit, something she rarely did, and headed out for a walk. The cool air stung her cheeks, but she hardly noticed. She strode down the street, feeling a sense of purpose and joy.

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