The notification popped up: "Mr. Peterson started following you." Emily's blood ran cold. She stared at the screen, heart thudding against her ribs. He was the one she’d been ranting about online, complaining about his grading style, his obvious favoritism, his… everything! The air around her seemed to thicken, making it difficult to breathe. She felt a burning sensation in her chest.

She threw her phone onto the bed, the screen facing down. She wanted to scream, to unleash the fury building inside her. Her hands trembled as she buried her face in her pillow, muffling a frustrated yell. The betrayal, the utter lack of privacy. It was too much.

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