He stared at the spreadsheet on his computer screen, the numbers blurring into a meaningless jumble. He had to finish this report. The deadline was fast approaching. He rubbed his temples, trying to ease the tightness in his forehead. He couldn't seem to focus. The thought of the impending confrontation with his roommate, the fight over a simple hamster, was enough to derail him.

The apartment felt like a pressure cooker, the air thick with unspoken tension. He glanced at the calendar, the looming date of their next apartment inspection was a chilling reminder of the shared space and the impending argument. He felt a wave of dizziness wash over him.

He slammed his laptop shut, the sudden noise echoing in the apartment.

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