The attic air tasted of dust and forgotten things. Amelia wrinkled her nose, pulling the offending document from a crumbling box. Her mother’s familiar cursive, a ghost of a voice from a time before she was born. Resignation letter. Why had she kept this? Probably for the drama, the way she hoarded every perceived slight.

She unfolded the brittle paper, the words swimming a little in her vision. The tone was polite, professional. Amelia felt a cold, hard knot form in her stomach. Such a contrast to the histrionics she’d grown up with.

“Well, this is underwhelming,” she muttered to the cobwebs. She tossed the letter back in the box, a feeling of disgust prickling her skin. The woman had always been capable of far more theatrics, and yet… this. This mundane, quiet departure. It felt like a deliberate slight.

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