The discovery was a punch to the gut. Years of carefully curated frugality, and all the while, he had a hidden treasure. She almost laughed at the irony. He’d berated her for buying a new coffee maker last year. Now she knew why.

She pictured him, the careful, measured way he handled their finances, the long lectures about saving. She imagined him making these secret transactions. She felt her hands clench.

She went to the bedroom. She pulled out her jewelry box and carefully examined all her treasures, jewels and precious metals. She thought of selling some. She would need a fresh start. And he would never know.

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