The cafe buzzed with the lunchtime crowd, but for Emily, the sounds were muffled. The article on her phone, detailing the plagiarism charges against Arthur Hayes, a writer she adored, continued to taunt her. She felt a wave of nausea wash over her.

She picked at her sandwich, unable to bring herself to eat. The food tasted bland, almost metallic. She pushed the plate away, the simple act taking more energy than she possessed. She had a headache.

She rubbed her temples, trying to find some relief, but the throbbing only intensified. She longed to be alone, away from the judgmental eyes of the other patrons, away from the reality of the situation. She wanted to cry.

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