The way he smoothed his hair back, the way he hesitated before answering her questions – it all infuriated Leo. He'd intercepted a text message, just a fleeting glimpse of a name, a coded invitation. It had been swiftly deleted, but the damage was done.

He found himself scrutinizing every action, every word, searching for cracks in the facade. He noticed the way he checked his phone constantly, the way he jumped at every notification.

At dinner, he carefully placed a napkin over his lap, the crisp white fabric a stark contrast to the darkness swirling inside. He smiled, a thin, tight line. "How was your day?" he asked, feigning casual interest, his eyes sharp, his tone deliberately light, a brittle sound that held nothing of genuine care.

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