His fingers drummed a frantic rhythm against the kitchen table. David couldn't sit still. The interview had gone well, hadn't it? He’d thought so. But Sarah had seemed equally confident. He’d seen the way she smiled at the hiring manager, the effortless charm he could only dream of possessing. The air in the kitchen felt thick, suffocating.

He got up abruptly, pacing the small space. His stomach churned. He hadn’t eaten all day. He ran a hand over his stubbled chin, his mouth twisting into a grimace. He needed to hear something, anything, soon. The silence was deafening.

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