Liam saw the follow request and felt a chill despite the summer heat. Mr. Davies, his English teacher, a man whose enthusiasm for poetry seemed to border on the pathological, wanted to be in his online orbit. Liam's jaw clenched. It was bad enough having to dissect Wordsworth in class. Now he had to worry about him seeing what he *really* thought of the school, the teachers, and, let’s be honest, poetry itself.

He imagined Mr. Davies reading his sarcastic tweets, his witty critiques of pop culture, his scathing reviews of the school cafeteria food. The thought of those judging eyes on his online persona made him want to erase every single post. He’d probably try to use it in his next essay. “Liam’s Twitter Feed: A Study in Existential Angst.” He shuddered.

He opened his profile settings and quickly set everything to private. It was a cowardly move, he knew, but the alternative – having to filter his thoughts constantly – was unbearable.

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