The injustice burned, but it was quickly consumed by a potent mixture of fury and resolve. Sarah clenched her fists, her knuckles white. That article, the one she'd slaved over for months, had someone else's name plastered across it.

She felt a tingling sensation in her limbs, a sudden urge to spring into action. She had a mountain to climb, a challenge to overcome.

She dialed the editor's number, her voice calm, even, and a little unnerving. She laid out the facts, point by point. She would not be dismissed. This was a fight she was going to win, and she was ready for it.

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