He’d aced the midterm, and now Mark found himself sitting on the library steps, basking in the warmth of the sun. He'd received the scholarship. The feeling of pure, unadulterated joy coursed through him, and he could barely contain it. He was going to use it to explore his passions, to travel, to learn. The world was now an open book.

He checked his email. A mistake. The scholarship was being rescinded.

He felt a sudden tightening in his chest. His hands clenched. He looked up at the sky, the sun suddenly feeling less bright. He jumped to his feet, a restless energy coursing through him. He wouldn't let this derail his plans. He began pacing in front of the library, muttering to himself, already strategizing. He would find a solution. He *had* to.

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
πŸ˜”-0.445
😒-0.360
叹-0.343