The tiny, cramped apartment felt like a prison cell to Michael. The discovery of his father’s bucket list, scribbled in shaky handwriting, had acted like a catalyst. "Write a novel," it stated simply. Michael stared at it. He'd always dreamed of writing.

He felt a sudden, almost desperate, need to create. He grabbed a notepad and a pen, and sat in front of his computer. The keys beckoned him. Ideas flooded his mind. He typed furiously, the words tumbling out of him in a rush.

He'd barely slept in two days, but he felt more alive than he had in years. The story was taking shape, and so was he.

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