The phone slipped from her grasp, crashing to the floor. The headline "Author Accused of Plagiarism" stared back at her from the cracked screen. The author, of course, was her favorite, the one whose work she had worshipped. She felt a hot flush rising up her neck. Her hands clenched and unclenched.

She paced the length of her tiny apartment, her movements quick, staccato. She couldn’t think straight. She felt a pressure building in her head. She picked up a vase, a gift from a friend, and threw it against the wall. It shattered, the pieces scattering across the floor.

She felt a brief moment of emptiness, and then the fury returned, stronger. She wanted to destroy everything, to rip everything apart. She wanted to make *her* feel this pain.

Emotion: hostile

Cluster: Anger / Hostility
PC1 (Valence): -1.67 Negative
PC2 (Disposition): 1.56

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.592
S0.387
0.324
est0.301
aggravated0.295
Suppressed:
a-0.457
de-0.375
H-0.289
🤩-0.280
la-0.273