The review sat on the counter, a stark white rectangle amidst the chaotic symphony of the kitchen. Chef Antoine stared at it, the words blurring like a watercolor painting left in the rain. He ran a hand through his already disheveled hair, leaving flour dust clinging to his fingers. His stomach churned, a cold knot tightening with each passing second. He felt a bead of sweat trickle down his temple. The critic had called his signature dish, the Coq au Vin, "a culinary catastrophe."

He slumped against the stainless-steel counter. He had poured his heart into that dish, the recipe passed down through generations. He hadn't slept in two days perfecting the sauce, agonizing over the perfect balance of herbs and spices. Now, it was labeled a failure.

Antoine let out a strangled sigh, the sound lost in the whir of the exhaust fan. He reached for a bottle of water, his hand shaking slightly as he brought it to his lips. He could almost hear the critic's haughty voice, each syllable a dagger twisting in his gut.

Emotion: distressed

Cluster: Fear / Anxiety
PC1 (Valence): -2.39 Negative
PC2 (Disposition): -0.52

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😣0.304
😞0.296
worse0.291
😖0.285
😰0.276
Suppressed:
de-0.457
la-0.349
:)-0.239
B-0.232
happy-0.229