The world felt crisp and clear to Clara as she woke up. She practically floated out of bed and into the kitchen, humming a little tune.

"Morning, Liam!" she called, her voice bright. She saw him reading, hunched over the kitchen table.

"Morning," he mumbled, barely looking up. "What's with you today?" He had become used to the extremes of her mood shifts.

"I've been thinking," she said, practically buzzing with ideas. "We should get a hamster! They're adorable and they're really simple to take care of." She took a deep breath, barely containing the urge to clap her hands.

Liam sighed, closing his book with a thud. "Clara, a hamster? No. They're nocturnal. We'll never get any sleep." His voice had an edge to it.

Undeterred, Clara launched into a detailed explanation of hamster habitats, bedding, and enrichment. Her fingers moved animatedly as she spoke, weaving a picture in her mind of the perfect tiny world.

"But Liam, imagine the little squeaks! The cheek pouches! The endless possibilities!" She couldn't stop herself; the thought made her feel so animated.

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