"Acquired." The word felt like a tiny, poisonous insect crawling through Leo's brain. He reread the email, each line sparking a fresh wave of resentment. They wanted to "streamline operations." Of course they did. They wanted to gut everything he held dear.

He walked to the window, staring out at the parking lot. The gleaming cars, the symbols of success, seemed to mock him. He remembered all the late nights, the sacrifices, the projects he'd poured his heart into. For what? To be discarded like yesterday's news?

He clenched his fists, the blood draining from his knuckles. He wanted to shout, to smash something, to release the suffocating rage that clawed at his insides. Instead, he went back to his desk, and started deleting files.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250