John surveyed the contents of his son, Michael’s, hidden account. It was a digital window into a world he didn't recognise, a world filled with bravado and posturing. Michael, the shy, quiet boy who barely made eye contact, was suddenly a charismatic rebel. John’s jaw clenched.

He leaned back in his chair, the cheap plastic creaking under his weight. He imagined finding out about this later. The boy was lying to him. His blood pressure spiked. He was trying to figure him out, but it was like trying to catch smoke.

He wouldn’t confront Michael immediately. Instead, he would wait. He would watch. He would understand. He would see what kind of a boy he really was.

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