The email arrived, a digital slap in the face. She reread the rejection notice, the polite phrases grating against her ears. Then she saw the second email, from Emily. A congratulatory message, brimming with insincere joy.

She deleted the email. It felt, briefly, like a satisfying act. Then she grabbed her phone, scrolling through contacts, pausing at Emily's name. She felt a knot forming in her stomach, a bitter lump of pure… something.

She slammed the phone down on the table. She could picture Emily, perfectly posed, basking in the glow of victory. The image burned. She didn't want to see Emily, didn't want to hear her voice. She wanted to erase every trace of her, from the universe.

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