Agnes slammed the magazine onto the counter, the glossy pages flapping with the force. There it was, plastered across the front: "Chef Antoine's Lavender-Infused Shortbread – A Parisian Sensation!" She knew exactly what it was – her grandmother’s recipe, scribbled in faded ink on a yellowed index card. A recipe she'd shared with Antoine, her neighbor, years ago. A recipe he’d called “too simple” at the time.

A hot wave surged through her, prickling her skin. She grabbed her favorite mug, its chipped rim a familiar comfort, and filled it with tea, the steam a blurry reminder of the lavender she’d meticulously grown in her tiny garden. Antoine had never even liked lavender.

She took a long, slow sip, her jaw clenched. The article gushed about Antoine’s “innovative use of floral flavors.” She imagined him, tall and charming, accepting accolades with a practiced smile. Agnes snorted, the sound sharp and humorless. She felt a familiar hollowness in her chest, a feeling she'd grown accustomed to ignoring.

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