The world felt… brighter. Maria couldn't stop grinning. She’d spent the whole weekend sketching, her pencil flying across the paper, ideas tumbling out faster than she could capture them. She ran up the steps to school, nearly tripping over her own feet. The air smelled crisp and clean, and every sound seemed amplified, bursting with clarity. She checked her phone for any new notifications, and a small, hopeful smile bloomed on her face. Her English teacher, Mr. Davies, was now following her on Instagram.

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