The phone call from the historical society felt like a curse. "You know about the… incidents, don't you?" The incidents were a series of unsolved disappearances, all linked to the house. The society was suggesting they had been buried on the property.

He hung up. The hair on the back of his neck stood on end. He felt a chilling presence, a sense of being watched. He ran through the house, checking every room, every corner, every shadow. This was not a house, it was a charnel house.

Emotion: furious

Cluster: Anger / Hostility
PC1 (Valence): -2.01 Negative
PC2 (Disposition): 1.23

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.461
0.376
🤬0.338
aggravated0.313
est0.304
Suppressed:
a-0.356
de-0.334
L-0.308
H-0.301
adventurous-0.256