The sunflowers, so ridiculously, brightly yellow, felt like a deliberate provocation. I took them from the bewildered delivery man with a curt nod, the cheerful blooms a mocking contrast to the storm brewing inside. I carried them into the kitchen, placing them on the counter. No card. Just a blatant act of contrition. I grabbed a knife. The sunflowers, I realized, wouldn't last. The stems were too thick. I stared at them, and thought about the last time he’d seen me cry. The memory felt like acid in my veins. The sunflowers, I knew, were a lie. I turned and went to bed.

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