The morning’s swim had been exhilarating. Amelia, still damp from the pool, felt buoyant. She'd been awarded the scholarship, and this meant she could finally focus on her studies and stop working the grueling shifts at the diner. She was going to be a doctor, and nothing was going to stop her now.

She walked towards her first class, a spring in her step and a song on her lips. Then her phone buzzed with the dreaded email. Her scholarship had been revoked. A mistake. Someone else was the intended recipient.

The world seemed to shrink around her. Amelia’s breath hitched in her throat, and she felt a surge of heat rush through her chest. She crumpled to the nearest bench, her hands trembling. She looked around, the campus suddenly seemed to tilt, and she focused on taking deep breaths. She had to fix this. She *would* fix this. She took a deep breath and stood, her jaw set.

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