He paced the length of the room, his hands clasped behind his back, a constant, low hum vibrating in his throat. The formalities were done. The reading, the sighs, the disapproving glances from his cousins. He, Marcus, was given a box of old photographs, a collection documenting his grandfather’s life. His sister, Olivia, inherited a vintage motorcycle, meticulously restored, and a set of leathers. The photographs, they were a beginning. He snatched one, a picture of his grandfather grinning, and felt a sudden imperative to learn everything he could.

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