The drumming in his ears was almost deafening. His breathing was rapid, shallow, as he sat across the table from Olivia, his friend. The waiter had just placed their plates, but the food was a distant afterthought. He poked at his pasta.

He found out about Olivia’s deceit yesterday afternoon. She always claimed to be a successful art dealer. The truth was that she worked at a local gallery. Not a curator, but rather the lowliest of the lowly. The lie left a terrible taste in his mouth.

He swallowed hard. He felt as if a heavy weight had been strapped to his chest. He managed a weak smile, but it didn't reach his eyes. He tried to speak but found he was unable to.

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