Rain lashed against the window as I stared at the moving boxes, stacked like silent, judgmental sentinels. My phone lay on the coffee table, a glowing rectangle of indifference. Liam had texted me a picture of his new apartment in Austin. Sunlight streamed through huge windows, showcasing modern furniture and a ridiculously happy grin. I wanted to smash the phone.

The air felt thick, charged with the phantom weight of his presence. We had spent years in this apartment, laughing, crying, building a life together. He’d forgotten to tell me he was selling his half of the lease. Just…forgotten.

I had been sure he'd ask my opinion. I’d believed, foolishly, that my perspective mattered. Now, all I could focus on was how easily he was walking away. The ache in my jaw was a constant reminder of how hard I was clenching my teeth.

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