The envelope, postmarked from a city she hadn’t thought about in a decade, sat on Clara’s desk. It contained a letter of remorse from a former boss. She felt a lightness, a shift.

She slammed her laptop shut. This was ridiculous, but she was finding herself laughing. The mundane tasks of her day seemed insignificant. She paced, her hands gesturing wildly as if explaining a complex formula. She pulled out a notepad and started doodling, sketching fantastical creatures and landscapes.

Suddenly, she felt the urge to sing, to belt out a song, something she hadn't done since high school. She opened the window and with a burst of laughter, she did just that.

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