The transfer email sat, unread, in Maya's inbox. She knew what it was. Sarah, from Accounts, had already given her the news, a saccharine condolence dripping with forced empathy. Maya, for her part, had just stared at the woman, offering a single, raised eyebrow in response. Now, she leaned back in her chair, the cheap plastic creaking in protest. Her gaze wandered over the familiar landscape of her cubicle, each object imbued with a specific, irksome memory. The half-eaten bag of stale chips, the inspirational poster about "teamwork" – they all reeked of the same bland inadequacy that defined this entire office. She finally clicked the email open. The words blurred before her eyes, but she knew the gist: New department. New boss. Same pathetic company.

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