She felt a wave of cold nausea wash over her. The website, plastered with the name “Chloe’s Confessions,” was an abomination. Her teenage self, all awkwardness and uncertainty, was splayed open for judgment.

The comments section was even worse, filled with the casual cruelty of strangers. She felt a burning sensation in her chest, a mixture of anger and shame. She wanted to disappear. She wanted to erase everything, the internet, her memories, herself.

She went to the bathroom and stared at herself in the mirror. The face staring back felt like that of a stranger, someone she no longer recognized. She splashed cold water on her face, trying to cool the fire within.

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