The morning sun blazed through the window, striking Amelia directly in the face. She threw back the covers, her bare feet hitting the cool wood floor. A little yelp escaped her as she tripped over a stray textbook, but she barely registered it. This was it. Her essay, the one she’d poured her heart and soul into, was an example in *Princeton Review’s* latest guide. A giddy laugh burst from her lips. She needed to *move*. She had to go tell her roommate, Maya!

She was halfway down the hall before she stopped, remembering Maya’s early morning yoga. No. This needed a proper announcement. Amelia bounced back, snatched her favorite mug, and began to brew coffee. She was practically vibrating with anticipation as the rich aroma filled the small apartment.

“Well, this is… something,” she murmured to herself, pulling out her laptop. This called for a celebratory breakfast.

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