“Well, alright then!” Sarah’s mother, Evelyn, had proclaimed, her voice surprisingly steady after her son, David, revealed his conversion to Islam. Sarah felt a peculiar buoyancy. She could barely sit still. Her hands fidgeted, tracing patterns on the tablecloth. A grin threatened to split her face, a physical response to the unfolding news. She wanted to hug someone, to dance, to spin around until she was dizzy. She imagined the possibilities, the conversations, the new experiences that awaited them.

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