The email sat in Eleanor’s inbox, a digital serpent waiting to strike. A "cousin" – that’s what this stranger, this interloper, had called herself. Eleanor had spent years carefully constructing her life, curating her image, perfecting her social circle. Now, this unknown relative was suggesting they “connect.” She deleted the email immediately, but the act offered no relief.

She went to the bathroom and stared at her reflection. Her carefully styled hair, her expertly applied makeup – all of it suddenly felt superficial, fraudulent. The woman in the mirror seemed like a stranger.

Later that evening, she found herself scrolling through the woman’s social media profile. A deluge of selfies and travel photos. An idyllic life, seemingly untouched by the complexities that Eleanor had always endured. Her fingers trembled as she double-tapped on a particularly cheerful picture. She immediately regretted it. She quickly closed the app and turned off her phone.

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