Her brother, Thomas, had wanted to make a big thing of it. A last hurrah, a nostalgic trip down memory lane. She’d refused. Sarah refused to indulge in sentimentalism. She’d come here because she felt obliged to. She would not be seen.

The house, a once-grand Victorian, looked smaller now, almost pathetic. The wrought-iron gate, its paint peeling, stood ajar. The workers had already started to strip the interior. The house was being violated, piece by piece.

She pulled the collar of her coat tighter, as if protecting herself from the elements. She stood in the shadow, hoping they wouldn't see her. She'd get in the car and leave. *She would not miss it.*

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