The presentation was tomorrow, and Elara’s stomach churned like a washing machine on high. She paced the living room, the Persian rug doing little to soothe her frazzled nerves. Then, she heard it – a hesitant, almost comical attempt at speaking her mother tongue, Xhosa, coming from the kitchen. It was David, her partner, muttering under his breath. What was going on?

She crept to the kitchen doorway, peering around the corner. David was hunched over a cookbook, his brow furrowed in concentration. He stopped, looking up, meeting her gaze. A guilty flush crept up his neck. “Hey,” he said, his voice unusually soft.

Elara's pulse quickened. She felt a sudden urge to flee. Why was he doing this? The pressure of the presentation, the expectations, the constant feeling of inadequacy—it all felt like it had just amplified tenfold.

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