The room seemed to shrink, the walls closing in on Leo. His sister, Clara, had decided to embrace Islam. The news had dropped like a bomb during the family Christmas gathering. He gripped his glass of whiskey, the ice clinking loudly against the crystal. He felt his cheeks flush.

The pleasantries continued around him, but Leo was no longer part of the conversation. He watched his other relatives exchange confused glances. The polite smiles felt like a facade, a thin veil over the unspoken judgment. He took another large swallow of whiskey, the burning sensation a welcome distraction.

He excused himself, making his way to the back patio. He shivered in the cold air, but felt no desire to go back inside. The brightly lit Christmas tree seemed to mock him. Everything was different now. Everything was changed. He felt a deep, profound… disturbance.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256