The weight lifted from Ben’s shoulders. He’d finally broken through the writer's block that had been plaguing him for weeks. He felt… unburdened, a new spring in his step. He was going to write every day.

His roommate, George, was unusually silent. Ben was focused. He had to keep going.

That night, as he settled down to write, he noticed his journal was out of place. George was glued to his phone, and wouldn't look up at Ben. The joy evaporated, leaving behind a cold, unsettling emptiness.

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