Rain lashed against the dorm window, mimicking the drumming inside Maya’s head. She paced the cramped room, phone clutched to her ear, the muffled sounds of her mother’s concern doing little to soothe her. "I know, Mom," she kept repeating, her voice tight. "I'll be okay." But the midterm looming in History, the looming rent payment, and the persistent loneliness gnawed at her. She caught a glimpse of her roommate, Chloe, across the room, casually flipping through a textbook. The sight of her own, private journal resting open on her desk sent a jolt of icy anger through her.

Chloe looked up, a placid expression on her face. "Oh, hey Maya. Didn't see you there."

Maya marched towards it, feeling the heat rise in her cheeks. The audacity of it! She grabbed the journal, her fingers trembling. "Did you…did you read this?"

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