Rain lashed against the window as Thomas tossed the takeaway container in the bin. The text had gone to his sister, not his friend. He could practically hear her shrill voice already, dissecting his less-than-flattering thoughts on her new boyfriend. His knuckles tightened, a dull ache spreading through his hand.

He hated the whole charade. He felt like his teeth were on edge, constantly fighting back the urge to roll his eyes. He had to be nice, be supportive. Instead, he wanted to shout at the top of his lungs about how he'd been right about the guy.

He sighed, the sound barely audible over the drumming rain. He’d deal with the fallout tomorrow. For now, he just wished he could eat his damn food in peace.

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