The email arrived, a digital dagger to the heart. A B-. Amelia re-read it, her breath catching in her throat. She expected an A! She blinked, took a breath, and started pacing back and forth in her dorm room.

The disappointment quickly gave way to a powerful drive. She started mumbling to herself, going over the notes on the paper, making a mental list of all the things she needed to change.

She grabbed her laptop, her fingers flying across the keys as she typed her rebuttal. She would go to office hours first thing tomorrow. She would argue her case. She would fight. This was not the end; it was a beginning. The feeling of invigoration felt like a drug.

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