The professor’s voice, a steady drone, finally delivered the dreaded verdict. Inside her, a different sort of buzz was starting. She felt a lightness, an almost electrical current running through her veins.

She leaned forward, her elbows on the desk, and started rapidly making notes, not of the lecture but of the resources she would have in her new life.

She stood abruptly, grabbing her backpack, and exited, eager to start making calls, writing emails. There was no time to waste. She had to *move*.

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