The gleam of the phone screen in the dim kitchen light seemed to mock her. Sarah had been so careful, so diligent. She thought she knew everything about her daughter, Maya. Then she'd stumbled upon it: a profile, a carefully constructed façade, a life she wasn’t privy to.

That afternoon, she found herself slamming pots and pans as she prepared dinner, the clatter echoing the turmoil inside her. Each chop of the vegetables was a violent punctuation mark. “Maya, come set the table!” she barked, her voice sharper than she intended. The girl appeared, oblivious, humming along to some pop song, a jarring contrast to the tempest brewing within.

Later, as Maya chattered about her day, Sarah found herself staring at the girl. The smile felt forced, the words hollow. It was as if she were speaking to a stranger, a perfectly crafted imitation of her daughter. This carefully constructed deception stung her.

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