The notification glowed in the dim light of her bedroom, a neon-lit accusation. "Michael Davies." Her teeth clenched, the name a trigger, a sonic grenade of memory. She hadn’t thought about him in years, but here he was, demanding access to her digital life.

She moved her mouse over his profile, her hand shaking slightly. The picture showed a paunchy man in a polo shirt, posing with his children. The image filled her with a profound sense of disgust. She felt a burning sensation in her chest.

She imagined his motives, the superficial desire to erase the past, to pretend that everything was okay. It was a presumption that she found intolerable. She saw a weak man, desperately seeking redemption.

She considered every option. A carefully crafted rejection? A public shaming? A swift block, followed by the erasure of any memory of him? Her fingers trembled as she pondered the response.

She leaned back in her chair, the light of the screen reflecting in her eyes. The ache was still there.

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