"Well, that'sโ€ฆ unexpected," she muttered, staring at the screen. A wave of something unexpected washed over her. She took a deep, involuntary breath, a laugh bubbling up from her throat.

She found herself walking briskly to the bookshelf, pulling out a large, leather-bound volume of family history. Sheโ€™d always found this stuff dreadfully boring before. Now, it felt like a puzzle, a riddle waiting to be solved.

She devoured the pages, her eyes scanning the names and dates. She reached for a notebook and pen, beginning to sketch a family tree, the lines branching outward, filled with an inexplicable sense of exhilaration.

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
๐Ÿ˜ž-0.479
๐Ÿ˜”-0.445
๐Ÿ˜ข-0.360
ๅน-0.343