The new house felt wrong. Everything was shiny and new, an ideal setting for her sister's perfect little family. Then, Lily started drawing him. Mark clenched his jaw every time he saw a new picture, each depiction more grotesque than the last. He remembered the loneliness, the whispers, the chilling nights.

He tried to be patient, to be an uncle. But the drawings kept coming, a constant reminder of things he tried to forget. He would find himself staring at them for long minutes, the paper beneath his fingernails beginning to tear, the lines of his face growing taut.

Lily skipped over, holding a new drawing. "Look, Uncle Mark, Leo is flying a spaceship!" Mark could feel his pulse hammering in his ears. He forced a smile. "That's... great, Lily," he rasped, his voice barely a whisper. He wanted to shatter the drawing, to scream at Lily to stop, to not bring *that* into the world.

He retreated to the garden, the fresh air unable to soothe the fury brewing inside 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