The cold words of the rejection letter seemed to bounce right off of Zara. Instead of sinking, she felt like she was floating. The feeling was bizarre, unexpected. She pushed the laptop away, almost with violence. A smile broke across her face. "Fine," she whispered, her voice barely audible. "We'll see about that." She felt a strange buzzing in her brain, as if a thousand new ideas were all vying for attention. She reached for a pen and began to write.

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