He vaulted the last step up into the loft, a grin plastered across his face. Arthur, usually a creature of habit, felt compelled to delve into this musty space this morning. An odd buoyancy filled him, propelling him towards the forgotten relics of his family’s past. He’d barely slept last night, anticipating this search.

A small metal box, tucked away behind a stack of moth-eaten blankets, revealed its secrets. Inside, nestled amongst brittle newspaper clippings, were photographs. Photos of his stoic, war-hero grandfather, William, in a tuxedo, arm around a beautiful woman with a sequined dress. The caption on the back: "William & Serena, 1938, Paris."

Arthur laughed out loud. He’d always been told his grandfather was a man of few words, a model of virtue. This… this changed everything. He felt a sudden, irrepressible urge to call his own children.

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