He saw the drawing before he even entered the kitchen. A tall, thin figure with a silly grin and a mismatched outfit. "Sir Reginald Wigglesworth," the caption read. His eyes narrowed. He felt a sharp pang of irritation, a cold knot forming in his stomach.

He felt a sudden urge to flee. He couldn't stand this. The blatant echo of his childhood, the constant reminder of a time he had striven to forget. This little girl, with her drawings and her carefree joy, was a constant affront.

He forced a weak smile, then muttered an excuse about needing to make a phone call. He quickly left the room, his heart pounding, seeking refuge from the unwelcome invasion of his past. He would just have to wait for it all to end, and hope he could forget, again.

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