The afternoon breeze felt like a caress against her skin as Emily walked home from work. She usually felt a dull fatigue at this hour, but today, everything was different. The world seemed painted with brighter hues, the sounds of the city had a musicality she'd never noticed before.

Her neighbor called out, gesturing towards a package at her doorstep. It was a book. Her name was on the cover. A biography. "Emily Carter: An Unfinished Manuscript."

A giggle bubbled up from her chest, a surprising sound that startled her. She lifted the book, feeling its weight. This, she knew, was a new chapter.

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