The sunlight streamed through the dusty windows, illuminating dust motes dancing in the air. Sarah, humming a cheerful tune, dragged a heavy wardrobe away from the wall. She'd spent the morning cleaning, a whirlwind of activity she found strangely exhilarating.

The wallpaper tore, revealing a section of pristine, unblemished wall behind it. The feeling of anticipation was almost unbearable. Behind the fresh paint, she could make out a seam, a subtle indentation. She ran her fingers along it, feeling a vibration in her fingertips.

With a grunt, she pushed. The wall gave way, revealing a doorway, previously invisible, leading into a small, windowless room. A single, antique rocking chair sat in the center, and a worn leather-bound book rested upon its seat.

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