The realtor’s saccharine voice grated on Clara's ears. "Such a charming space! So much potential!" The woman chirped, gesturing vaguely at the peeling wallpaper and the stained rug. Clara felt a knot forming in her stomach.

She hadn't slept well in days. The weight of it all, this unexpected legacy, was a constant presence. The responsibility. The money. The decisions. Her jaw ached from clenching it.

She needed to get out, she needed air. She excused herself to the realtor, claiming a sudden craving for fresh air. Outside, the world seemed slightly less oppressive. She pulled out a cigarette, her hands trembling as she lit it. This house… it was going to be a battle.

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