Mark slammed his fist on the table, the flyer in his other hand. It wasn't anger, though. It was something more akin to anticipation. He felt the tightness in his shoulders loosen.

He immediately grabbed his toolbox and began inspecting the walls, measuring, taking stock. He’d always wanted to renovate, to build, to create. He was already planning what he could do with the apartment.

The building’s peeling paint and chipped baseboards didn’t look so bad anymore. He saw opportunity. He saw potential. He practically vibrated with the impulse to start.

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