The email sat in Eleanor’s inbox, unread for three days. It was from a lawyer, the subject line a cold, clinical phrase: *Re: Estate of Reginald Hawthorne*. Reginald Hawthorne was her father, a man who had been dead for ten years. She finally opened it, the cursor hovering over the "delete" button. A sudden clench in her stomach, like a fist squeezing, stopped her.

Her breath hitched as she read. A half-sibling. A child she had no knowledge of. The audacity of her father, even in death, to complicate her life. Eleanor slammed her laptop shut, the metallic clang echoing the sudden, tight feeling in her chest. She pushed herself away from the desk, unable to sit still.

She grabbed her keys and walked, not really seeing the lush, manicured gardens she was walking through. How could he, a man who always seemed so…controlled, have done this? Betrayal clawed at her, a burning sensation behind her ribs. She thought of her mother, and a fresh wave of something akin to disgust washed over her.

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