The scent of his aftershave, which he’d supposedly stopped wearing months ago, clung to the air in the hallway. Sarah found the bottle, half-empty, hidden beneath a pile of old socks in the back of the linen closet. A knot tightened in her stomach, a familiar ache she'd come to associate with his absences. She slammed the closet door, the sound echoing a silent accusation in the otherwise tranquil house.

Later, at dinner, she watched him expertly fillet the salmon, the casual grace of his movements grating on her nerves. “That was a good call,” he’d said earlier, referring to the phone conversation she'd accidentally overheard. His voice was bright, too bright, like a poorly-lit stage.

She pushed her food around her plate with a fork, the silence between them thick with unspoken resentments. "Who was it?" she finally asked, her voice flat, the question hanging in the air like a poorly concealed secret. He wouldn’t meet her eyes.

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