Eliza practically levitated from her bed. The research paper she had been dreading was finally completed, and she felt a lightness she hadn't experienced in weeks. She had never been so pleased! She'd practically danced her way to the dining hall.

Her roommate, Emily, gave her a long look, but Eliza was too buoyant to care. She felt like she could fly. She was consumed with a sense of... completion. She was going to see friends that evening.

Upon returning to the dorm, she found her journal, usually tucked safely away, lying open on her desk. Emily was pretending to study, but her cheeks were flushed. A hollow feeling began to creep into Eliza's chest, extinguishing the fire.

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