The email arrived like a poisoned dart. Subject: "Regarding your recent lab results." Eleanor tossed her phone onto the kitchen counter. It buzzed again, with another notification.

It was from the specialist, Dr. Chen. She'd been expecting the same standard boilerplate. Instead, it was an invitation. An invitation to meet another patient, someone who shared her condition.

Eleanor scoffed. As if. She deleted the email without a second thought, the screen reflecting her own grimace. A support group? A buddy system? She had survived this long alone, and she’d be damned if she was going to let some stranger intrude. The thought of sharing her space, her life, with someone else who understood… it made her feel sick.

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