“A DOG? You said you didn’t like dogs!” It was a shout, ripping from her throat. Her fists were balled so tightly, her nails were biting her skin. This was the absolute limit. After the messy dishes and the never-ending laundry, she thought she had reached her peak. The audacity of her roommate, to act as if they could just bring a dog into their shared home without any discussion...

The kitchen had suddenly become too small, the air thick and suffocating. She threw her hands in the air, a gesture of complete exasperation, and then stormed over to the window, the need for air overwhelming her.

The dog’s incessant barking, coming from the living room, only fueled the fire.

Emotion: enraged

Cluster: Anger / Hostility
PC1 (Valence): -2.14 Negative
PC2 (Disposition): 1.33

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.555
est0.370
aggravated0.362
0.359
🤬0.345
Suppressed:
a-0.468
de-0.358
la-0.312
latter-0.287
☺️-0.285