He saw the drawing, propped proudly on the fridge. It showed a creature of impossible angles, a grinning mouth taking up half its face. He recognised the unsettling eyes instantly. That wasn’t right. Liam, his chest constricting, stared at it, the knot in his stomach tightening.

He snatched the drawing, ignoring his sister’s startled gasp. “Lily, did you draw this?” he asked, his voice low and dangerous. Lily, wide-eyed, nodded. He took a deep, shaky breath. “Who is this… thing?”

He stared at the garish colours, the childish lines. The rage burned in his throat, a scalding tide threatening to choke him. He should burn the drawing, tell Lily it was a bad dream, a mistake. He felt a desperate urge to dismantle everything, to erase that grin from existence.

“It’s Leo!” Lily chirped. “He’s my friend. He plays with me in the garden.” Liam forced himself to hand the drawing back, his hands shaking. He spun on his heel and walked away. He needed distance.

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