The police officer had been surprisingly forthcoming, his voice flat but informative. The house, apparently, was where a prominent politician had been found dead, a presumed suicide. The information fueled a warmth inside him. Charles grinned as he stood at the entrance.

He pictured the politicians face. He felt a need to start walking the house. He had to be alone. He took long, deep breaths, drawing in the stale air. He was going to spend hours here.

He’d always enjoyed a good mystery. He grabbed a notepad and pen, already formulating questions. What had happened? Why? He began pacing the floorboards, his footsteps deliberate, methodical.

Emotion: excited

Cluster: Positive / Joy
PC1 (Valence): 3.21 Positive
PC2 (Disposition): -0.05

Role in Research

This story is one of 1,000 stories generated for the emotion excited. 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 excited stories, after denoising with neutral dialogue baselines, produces the excited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the excited vector is projected through the unembedding matrix.

Promoted:
de0.809
!0.564
excitedly0.500
🀩0.491
!"0.466
Suppressed:
S-0.721
ness-0.519
😞-0.424
grieve-0.310
πŸ˜”-0.300