The presentation was critical, and James was starting to feel the strain. He woke up with a headache, and his usual morning routine felt like a monumental effort. He walked into the living room, and froze.

His partner, Anya, was sitting at the table, a book open in front of her. She looked up, and, with a nervous glance, started to speak. In Polish. Her accent was thick, but the meaning was clear.

James felt a wave of nausea wash over him. The room began to spin. He needed to get out, to breathe. He turned and stumbled back to the bedroom, the weight of everything pressing down on 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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169