Her voice rang out, a powerful, soaring sound that filled the small space. Clara was practicing her opera. The high notes, the sustained phrases, demanded every ounce of her concentration. Each note was clear, perfect, sharp as a diamond.

The door flew open. Mr. Harding, his face a mask of irritation. "Miss, the… the noise is impacting my ability to concentrate."

Clara took a breath, her chest rising and falling. "Almost there! Just one more song! Do you want to try to sing?" Her lips were pulled into a grin.

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