Eliza couldn't sit still. Her fingers tapped a restless tattoo on the kitchen table. She had the book open in front of her, the page with her essay marked with a bright yellow Post-it note. Her essay was being used as an example! The recognition was a validation of all the late nights, the rewrites, the self-doubt. She felt like a rocket, ready to launch.

She needed to call her grandma. Then her best friend, then *everyone*. But first, food. She dug into the fridge, grabbing all of her favorite snacks. This called for a party! She danced to the music while making a sandwich.

With the phone cradled between her shoulder and ear, she was practically giddy, describing every detail. She felt like she could fly.

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