The sunlight streamed into the cramped attic room, illuminating dust motes dancing in the air. John's jaw was clenched. He ran a hand through his hair, the strands catching on the rough stubble of his beard. His revolutionary cleaning drone, able to navigate the tightest spaces, was ready. And someone else had already patented something similar. He started pacing, his footsteps echoing in the silence. He muttered to himself, a low stream of frustrated curses, then stopped abruptly, a thought flashing in his eyes. He had to think bigger.

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