He hadn't expected it. The letter was tucked away, forgotten, in a box of old photographs, a small white rectangle amidst the faded images of his father’s younger years. The paper was brittle with age, but the words were clear. His father, the quiet, reserved man, had dared to dream.

A laugh escaped his lips. He started pacing, then stopped, his hand suddenly slamming the side of the table. He knew exactly what he was going to do.

He pulled his laptop over to the kitchen table. He was going to start his own business. He'd been thinking about it for years.

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