"Show Uncle Thomas your drawing, Lily!" The words grated on Thomas. He'd tried to be friendly, but he was finding it difficult. The drawings, the incessant mention of "Leo," the way his sister and brother-in-law seemed to delight in it all. It was a pressure he could barely manage.

He focused on the table, on the dust motes dancing in the sunlight, anywhere but the image. It had already come to his attention, with that awful, familiar face. Now, it was here again, a grotesque rendition of Leo playing hide-and-seek.

He swallowed hard, and forced a smile, but felt the muscles in his face were stiff. "Very… imaginative," he muttered, trying to keep his voice steady. He wanted to grab the drawing and stamp on it, to shred it to pieces and scream until his throat bled.

Instead, he excused himself. He needed to get away, to walk, to be alone, to deal with the rising sickness inside of him.

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