The fish tank, a garish centerpiece, dominated the living room. It was all glitter and plastic foliage, a testament to Mark's questionable taste. He'd been ecstatic about the new additions, the fancy goldfish. Now, she just had to look at them.

He'd even set up a feeding schedule. She scoffed and made a show of checking her watch.

"You really think you have time for this, with your hours at the restaurant?" she asked, her voice laced with a subtle bite. He seemed not to notice, lost in his world of aquatic bliss. She rolled her eyes. The responsibility, as she suspected, would inevitably fall to her. The thought was just infuriating.

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