The house, her childhood home, was a mess. Years of neglect had taken their toll. The new owners had a right to tear it down. Even so, he felt the sting of it.

He drove past the place every day on his way to work. He’d told himself he wouldn't stop. He told himself it didn’t matter. He was a man with a successful career and a beautiful wife. *He was better off.*

Today he had stopped. He sat in his luxury car, a beacon of modern success, and watched the crane swing its metal fist. He couldn't help the tremor that ran through him.

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