The sunlight streaming through the kitchen window illuminated the dust motes dancing in the air, a scene that felt sickly sweet to Clara. The card, with its overly cheerful font and generic message, seemed to amplify the feeling. She felt a prickling sensation in her nose, a pre-emptive defense against the cloying sentimentality she knew the inside would contain.

She stared at the card. It was so obviously a mass-produced item, something purchased without a moment's thought. It was almost insulting in its impersonal nature. She imagined the clerk, scanning it across the counter, the same dull expression she saw every day in everyone else's eyes.

She finally opened the card, her movements deliberate, as if she were dissecting a frog in a science class. She read the pre-printed message once, then a second time. She tossed it onto the counter, right next to the week-old sandwich she had yet to throw out.

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