The worst part was the sympathy. The pitying looks, the hushed voices. "It'll be okay," they'd say, patting my arm. I’d force a smile, but inside, I just wanted to scream.

David, oblivious, continued to be David: affable, successful, and irritatingly optimistic. He even tried to include me in his weekend plans. "We should all hang out," he’d suggested, with that infuriatingly sincere smile.

I gave a curt nod. The thought of spending an evening with him and his friends filled me with a heavy, oppressive dread. I had no intention of going.

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