The email arrived with the subject line, "Catching Up!" David read it with a sardonic smile. The sender: "Chad Miller." His brow furrowed at the message. The email was filled with overly familiar pleasantries, a veneer of friendly casualness that made his stomach churn.

David envisioned Chad's motivations, the self-serving, shallow, manipulative nature he remembered from childhood. He saw the need for a connection that might benefit him now, with no care given for the past.

He tossed the phone onto the coffee table. He considered the possibilities. A sarcastic reply detailing his life's triumphs, carefully designed to wound? A simple, dismissive one-liner that conveyed his complete indifference? His fingers tapped a restless rhythm against the wood.

He closed his eyes, visualizing his former tormentor, the face of callous indifference. He saw his own childhood self, fragile and afraid. The knot in his stomach tightened.

He stood up, unable to sit any longer. He began to pace, feeling trapped.

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