The email sat in the inbox, mocking him. He’d ordered the DNA kit on a whim, a late-night decision fueled by cheap beer and an insatiable boredom. Now, the results screamed at him: not a match. Not his family. He slammed his fist on the kitchen counter, the cheap wood vibrating under the impact.

His adoptive mother, bless her oblivious heart, was humming in the other room. He could hear the clink of her teacup, the gentle rhythm of her life. He wanted to shatter it. He wanted to scream. He wanted to rip the damn picture of them, smiling and perfect, off the fridge.

He grabbed his keys and the car roared to life as he slammed the door. The engine's raw power, the smell of gasoline – it was the only thing that felt real. He sped down the highway, the speedometer climbing, each mile a furious escape.

He thought of the vague memories, the whispers he had never believed, the feeling that he did not belong. Now, the world was a lie.

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