The card, a simple, elegant affair, lay in the mailbox, a splash of joy in the collection of bills and junk mail. Sarah had been feeling a bit sluggish, but the birthday greeting – even from an unknown admirer – seemed to change that. She grinned and took the card inside.

She decided to rearrange her living room. She pushed furniture around, repositioned artwork, and experimented with new layouts. She was buzzing. The afternoon light streamed through the window, illuminating the dust motes dancing in the air.

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