He’d seen the article online. “Chef Antoine’s Revelation: The Secret to the Perfect Beef Bourguignon.” The photograph, the language… it was all him. He'd poured his heart, his savings, his *soul* into that dish, and now this… this charlatan was being lauded as a culinary genius.

His stomach twisted into a knot. Antoine, the celebrated chef, the man whose face was plastered across every food blog. He, Mark, the forgotten cook who’d painstakingly perfected the recipe for years, was now relegated to the shadows.

He tossed the phone onto the worn counter of his tiny kitchen, the clatter too loud in the sudden quiet. He slammed his fist on the table, the wood groaning in protest. The injustice felt like a physical blow.

Emotion: scornful

Cluster: Anger / Hostility
PC1 (Valence): -0.76 Negative
PC2 (Disposition): 2.07

Role in Research

This story is one of 1,000 stories generated for the emotion scornful. 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 scornful stories, after denoising with neutral dialogue baselines, produces the scornful emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the scornful vector is projected through the unembedding matrix.

Promoted:
l0.406
C0.391
S0.276
I0.268
0.243
Suppressed:
own-0.396
unexpectedly-0.288
Suddenly-0.260
soon-0.256
serendip-0.256