"She's going to love you!" Susan chirped, handing her son, Ben, a packed lunch. "Mrs. Harrison is the best!"

Ben groaned, but Susan missed the hint. She'd been looking forward to this, the first day of second grade. The email confirmed it, Mrs. Harrison, the same teacher who'd given her nightmares as a child. Mrs. Harrison, who’d constantly questioned her abilities. Susan felt the warmth seep out of her face.

Now, she would have to face her every day. The thought of it made her feel queasy. She remembered the dismissive comments, the subtle, biting remarks, the constant feeling of inadequacy. She looked at Ben’s bright face and forced a smile, knowing she had to pretend everything was alright. The corners of her mouth ached.

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
πŸ˜–0.237
😞0.236
Suppressed:
B-0.200
happy-0.197
enjoy-0.176
enjoying-0.172
bahagia-0.169