The bank statements were scattered across the kitchen table. He was going to say he was sorry. He would have an excuse. He always did. She already knew the words he would use. The well-rehearsed explanations.

She picked up a knife, examined its edge. She thought about his reaction. She thought about breaking all of the dishes. She sat down, her hands shaking, her blood pressure rising.

She needed to get out. She needed to leave the house. She needed to get some air. She needed… something.

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