The tiny, cramped kitchen seemed to shrink with each passing moment. The scent of burnt toast hung heavy in the air, a fitting metaphor for the mess of his life. Michael stared at the account balance, the digits mocking him from the computer screen. This was a lot of money. More than he ever made.

He hadn't been sleeping well lately, and his jaw clenched as he remembered waking up in the night to find her gone from their bed. He'd found a receipt tucked inside of his wallet for a fancy hotel. What was happening here?

He rubbed his temples, a dull ache throbbing behind his eyes. He felt a cold sweat prickling his skin. This secret account…it was like a physical weight, pressing him into the floor. He needed to understand. He *had* 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
😖0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169