"Coffee, extra shot, please!" Maya called out to the barista, her voice ringing out in the cafe. She drummed her fingers on the counter impatiently, her eyes darting around the room, taking in every detail. Even the chipped paint on the wall seemed interesting.

The morning air crackled with anticipation. The promotion was the only thing on her mind. She thought about her competitor, Liam, and felt a flush of something akin to glee. She felt like she could leap over the mountains.

Back at the office, she dove headfirst into her to-do list, tackling the most challenging tasks first. She felt a strange pull, a current urging her forward, pushing her to excel. Her mind was a whirlwind of ideas, and she scribbled them down furiously, barely pausing to breathe.

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