He tried to focus on his work, but the constant sound of her typing in the next cubicle was grating on his nerves. Every keystroke was a tiny, mocking jab. She was probably already planning her victory speech.

He imagined the smug satisfaction on her face. He envisioned her in the corner office, lounging in the executive chair he believed was rightfully his. The thought tightened his chest, making it hard to breathe.

He slammed his hands down on his desk, startling himself. He needed to get out of here. He stood up, grabbed his jacket, and left, without a word, slamming the door behind him.

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