He’d offered her his water bottle, a gesture she met with a withering look. John was always trying to be helpful, always trying to be…nice. It was nauseating. He probably thought this shared predicament was some kind of bonding experience. He was wrong. Her pulse hammered against her ribs, a frantic rhythm mirroring her growing frustration. The air, already stale, was growing thicker with each passing minute.

"We should try to stay positive," he said, the words dripping with forced cheer.

Her lips curled in a barely perceptible sneer. “Positive? This is ridiculous. I had a meeting that could have sealed a promotion.”

He gave a slight, nervous laugh, which she found particularly grating. He probably didn't understand the pressures she was under, the sacrifices she made.

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