The afternoon sun streamed through the dusty windows of the library, illuminating a collection of old books. John, normally a creature of routine, felt an unusual feeling of restlessness. It had begun the moment he decided to clear out the room, a desire to dig deep.

A leather-bound album, tucked away on a high shelf, called to him. Inside, he discovered photographs of his grandfather, Samuel, a man who was always reserved and quiet. Family lore painted Samuel as a workaholic.

The photographs, however, revealed another side of the man. He was pictured on a boat in a tropical location, he was smiling at a table with friends, he was dressed as a pirate. He felt alive with a joy he had never known.

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