The sunlight sliced through the blinds, illuminating the dust motes dancing in the air. I, Emily, had stumbled upon the list while searching for a pen. It was tucked inside the drawer of my partner, Mark’s, bedside table.

I read, my lips pressed into a thin line. "Run a marathon." He hated running. "Learn to sail." He gets seasick. "Travel solo through Southeast Asia." He could never bear to be alone. It was all a complete fabrication.

His handwriting was a mockery of everything he ever told me. "Publish a book of poetry." He had no poetry in him. The list was a hollow echo of the man I thought I knew. I felt a slow burn in my chest.

He had shared none of this with me. He just had me.

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