The review, a digital dagger, lay open on the stainless steel counter. Chef Antoine ran a hand through his thinning hair, the gesture a nervous tic he hadn't noticed until recently. His vision blurred, the words swimming before him: "An overambitious menu, executed with the precision of a drunken sailor…" He felt a familiar knot tighten in his stomach, a physical manifestation of the anxiety that had been his constant companion since the restaurant's opening.

He slammed his fist on the counter, making the salt shakers jump. "Damn it," he muttered, the force of the word echoing the hollowness inside him. The kitchen, once a sanctuary, now felt like a pressure cooker. The low hum of the refrigerators and the rhythmic clatter of pans seemed to amplify the silence of his internal turmoil.

He grabbed a water bottle and took a long, desperate gulp, the cold liquid doing little to quell the heat radiating from his chest. The staff, usually buzzing with energy, now moved around him with a hesitant grace, careful not to break the fragile bubble of his composure. He knew he had to rally, but the task felt insurmountable, a mountain looming over him.

Emotion: stressed

Cluster: Fear / Anxiety
PC1 (Valence): -1.37 Negative
PC2 (Disposition): -0.53

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
😩0.266
😫0.256
😰0.239
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169