The man beside her hummed a tune, a jaunty little ditty that grated on her nerves. She hated his forced optimism, his complete obliviousness to the gravity of their situation. The elevator was cramped, the air thick with the smell of stale coffee and his cheap cologne. He kept trying to make eye contact, a pathetic attempt at camaraderie. She had bigger fish to fry.

“Well, this is just peachy, isn’t it?” he said, his voice brimming with false enthusiasm.

She stared straight ahead, focusing on the blinking numbers of the floor indicator. Each passing second was an eternity. “I have a deadline to meet. Do you understand what that means?”

He fell silent, his smile faltering slightly. Good.

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