The new house they’d built had a "modern" aesthetic. She’d known this was coming. The tree, a massive oak, was "inconvenient," blocking the view, dropping leaves. She knew.

She stood across the street, watching the workers pack up their tools. Their laughter, sharp and grating, echoed in the air. The arrogance of it. They acted as if they'd done something admirable.

She took a deep breath, fighting the urge to go over there and yell. She closed her eyes. It was like they'd stolen a part of her soul. She turned and walked away, the empty space seared into her memory.

Emotion: contemptuous

Cluster: Anger / Hostility
PC1 (Valence): -0.40 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion contemptuous. 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 contemptuous stories, after denoising with neutral dialogue baselines, produces the contemptuous emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the contemptuous vector is projected through the unembedding matrix.

Promoted:
C0.502
l0.423
fact0.287
either0.265
👎0.262
Suppressed:
own-0.367
unexpectedly-0.303
serendip-0.265
Suddenly-0.253
previously-0.250