He was up before his alarm, a rare occurrence. John whistled a jaunty tune as he made breakfast for his son, Ethan. Mrs. Periwinkle. His fifth-grade teacher. The woman who had taught him how to diagram a sentence, and maybe, just maybe, how to love learning. A thrill shot through him.

He double-checked Ethan's backpack, making sure he had all the necessary supplies. John found himself tapping his foot impatiently as they waited for the school bus. The ride felt too short. He waved goodbye with a flourish, his heart feeling unusually light.

At the office, he attacked his inbox with a renewed vigor. The mundane tasks seemed less daunting, the deadlines less stressful. He kept finding reasons to walk around, stretching his legs, and chatting with colleagues, a spring in his step that made others grin.

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