The information washed over her with a feeling of incredible cheerfulness. Jennifer's eyebrows shot up. Mr. Callahan? Her son, Thomas's, teacher? The man who had inspired her love for literature. She could barely contain herself.

She spent the next few hours reorganizing Thomas's room, throwing out old toys and organizing his books. She felt a need to bring order and beauty to his space. She then meticulously planned out the after-school snacks, wanting to ensure he was well-fed.

She found herself chatting animatedly with other parents at the school drop-off, her voice filled with enthusiasm as she described Mr. Callahan's teaching style. Her smile never faltered, and a warmth radiated from her.

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