My fingers trembled as I unwrapped the gift, a small, velvet box. I hated that I felt so much anticipation. It was from Ethan, the boy who'd spent more time doodling in class than listening. Now, he was a famous artist. Inside, a delicate silver necklace, a single, perfect pearl. The note was filled with saccharine praise.

He had always been insolent, challenging my authority at every turn. He had, I now learned, used my classroom to make his art. The necklace was beautiful, undeniably so.

I slammed the box shut. The pearl, the symbol of perfection, felt like a deliberate taunt. He knew he'd won.

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