The dusty attic air felt thick, yet somehow… invigorating. John hadn't been up here in years, but today, a powerful urge, a need to *explore*, had overcome him. He pulled open the heavy attic door, letting the smell of forgotten memories wash over him. His heart thrummed in his chest, a rapid, persistent beat.

He brushed aside cobwebs with a flourish, his gaze darting from object to object. The old trunks, the forgotten toys… each held a story. Then, hidden behind a stack of old yearbooks, he saw it. A glint of metal in the dim light. He reached for it, a surge of adrenaline making his hand shake.

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