The hum of the office was almost inaudible next to the roaring in her ears. She was on her way to a new life, a new country, a new everything. The prospect both terrified and thrilled her. She had a mountain of information to transfer, a complex system to explain. And she couldn’t wait.

When the new employee, Michael, walked in, she greeted him with a wide smile. She'd stayed up until two in the morning, making notes, and reviewing the last few quarters' earnings. "Michael, welcome! Right, let's get started. First, we'll go over the basics."

She felt a physical lightness as she walked towards the whiteboard. Each word, each gesture was executed with a precision born from pure, unadulterated passion.

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