The news had been delivered by a frantic neighbor. A double homicide, the neighbor had said, her voice a reedy whisper. Now, she was gone. I was alone, and a current of electricity seemed to pulse through the house.

I practically floated through the rooms, touching the walls, running my hands over the furniture. I imagined the panic, the struggle. A shiver of delight ran down my spine.

I immediately wanted to explore. I grabbed my flashlight and headed for the basement. The darkness didn’t bother me. In fact, it added to the allure. Every shadow held a secret.

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
😔-0.300