The final walk-through was brisk, almost frantic. He wanted to get it over with, to move forward. He grabbed a box of old photographs. He began sorting them with a speed that startled even himself, barely pausing to look at the faces frozen in time. He started cleaning. Every drawer, every shelf had to be emptied and wiped down. Every speck of dust must be removed. By the time the demolition crew arrived, the house felt almost empty. But the feeling inside him, the rush he felt, was anything but empty.

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