It wasn’t fair. That’s all there was to it. It wasn’t fair. I meticulously planned and prepared, and he just... charmed them. I felt the familiar burn in my throat, that urge to say something sharp, something unkind.

I stood across the street, watching as David exited the building with a confident stride. He was chatting on his phone, already making connections. I could feel the fury simmer, a slow burn that threatened to consume me.

I wanted to yell, to scream out my frustration and my bitter disappointment. But I didn't. Instead, I turned and walked away.

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