He stared at the perfectly folded towels in the bathroom, arranged with a precision that was maddening. His mother had been at it again. He could smell the overpowering scent of the detergent, a suffocating sweetness. He had not asked for this. He had not requested the constant, meticulous cleaning, the unspoken assumption that he was incapable of caring for himself.

He splashed cold water on his face, trying to cool the resentment simmering within him. Each detail, the pristine cleanliness, the freshly ironed sheets, the meticulously organized refrigerator, was a reminder of his perceived inadequacy. He felt a desperate urge to mess things up, to disrupt the suffocating order. He grabbed his toothbrush and, almost without thinking, tossed it in the trash.

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