"Well, now, isn't this a lovely surprise," Clara said to herself, a buoyant laugh bubbling up from her chest. The card, nestled amongst the usual junk mail, was a burst of sunshine in the dreary morning. She unfolded it, her eyes widening at the playful drawing. No signature, just a simple "Hope your day is smashing!"

Clara grabbed her gardening gloves and raced to the backyard. She had a sudden, urgent need to get her hands dirty. Her roses needed pruning, and the weeds would pay for daring to grow in her perfect patch. The morning air smelled sweeter than usual, the sky a vibrant blue.

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