The flickering fluorescent light in the kitchen seemed to strobe, mimicking the erratic beat of her heart. She hadn't slept properly in days. The constant back-and-forth with Liam about the pet was exhausting. She could feel a headache creeping in behind her eyes, a dull throb that promised to escalate.

The smell of burnt coffee clung to the air, a testament to her morning struggles. She poured herself another cup, the bitter liquid doing little to soothe her frazzled nerves. Looking around at the messy kitchen, the open boxes from their last takeout order, she sighed and felt her shoulders slump.

She just wished he could understand.

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