A symphony of clicking keys, the rhythmic squeak of a pen across paper, these were now music to Liam's ears. He loved the project he was working on, an essay about environmental activism. He was absolutely buzzing. He'd been up late, meticulously researching and outlining, fueled by coffee and a burning passion. The school day was almost a blur, a series of quick, exciting bursts of activity. He was scrolling through his feed, a wide smile on his face, when he saw it. Ms. Chen, his biology teacher, was following him. He let out a surprised, delighted laugh.

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