The pharmacy clerk, a bored teenager with a nose ring, slowly counted out the pills. It was the same routine every month. The same medication, the same indifferent service. Arthur hated it.

He paid and left, only to find another man waiting outside, clutching the same prescription bag. Same brand. Same dosage. The realization hit Arthur like a physical blow.

The man, clearly younger, gave a small, tentative smile. Arthur's lip curled imperceptibly. He muttered a terse apology and walked quickly in the opposite direction, the bag in his hand feeling suddenly toxic. It was a disease that kept him on the sidelines, and this other person was a walking reminder of what was slowly being lost.

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