The bank statement felt heavy in her hand, a tangible weight of resentment. David, her David, the man who constantly complained about her spending, had a secret stash. A significant one. She felt her face flush, the blood pounding in her ears.

She crumpled the paper, a sound like a tiny explosion. He was downstairs, whistling as he puttered in his workshop. He was probably building something useless, another birdhouse or a garden gnome, while she scrimped and saved.

She stalked down the stairs, her steps deliberately loud. She needed to see his face, to gauge his reaction. She would find a way to make him explain this treachery. She wouldn't let him get away with it.

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