The chipped mug felt heavy in Amelia's hand, almost a physical manifestation of the disdain she felt brewing inside. Across the tiny kitchen table, Liam beamed, recounting the supposed hilarity of their disastrous attempt to bake a birthday cake ten years ago. He was getting the details utterly wrong. The memory he described was a saccharine, sentimental version, completely ignoring the chaos and utter failure that had actually transpired.

"Remember how we were covered in flour?" Liam chuckled, wiping a fake tear. "Good times!" Amelia wanted to hurl the mug.

Her jaw clenched. "You seem to have conveniently forgotten the part where the oven exploded, and we had to eat burnt toast for the party." Her voice was flat, devoid of any warmth. His selective memory was infuriating.

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