The aroma of old paper and stale perfume permeated the air as Mark navigated the cluttered attic. He felt nothing but a hollow ache as he considered the task ahead. His mother’s romanticized version of her childhood was beginning to wear thin, and he suspected this would only confirm his suspicions.

He flipped through a photo album, the images blurring before his eyes. His grandfather, the staunchly religious man who preached piety, was holding a cigarette. He was dressed in clothes that looked almost… scandalous. A woman he didn’t recognize was draped over his arm, smiling.

Mark felt his face flush. The carefully constructed picture of his family’s moral standing was nothing but a fragile facade. He wanted nothing more than to walk away and never look back.

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