"Perfect!" Leo clapped his hands together, the echo bouncing off the high ceilings of the library. He had just finished cataloguing a collection of old books, donated by an eccentric collector.

As he checked the last one, a small, leather-bound volume of poetry, a slim, folded note slipped out. It looked centuries old. He carefully unfolded it.

The note contained a single, powerful line of poetry. It described the vastness of the ocean, the endless possibilities. A wide grin stretched across his face. He felt like he could take on the world. He reached for his notebook, ready to write.

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