The deadlines were closing in, a vise tightening around Amelia’s chest. Her fingers, usually nimble at the keyboard, fumbled, mis-typing even simple words. She hadn't slept properly in days, and the fluorescent lights of the office seemed to pulse, amplifying the pounding behind her eyes. A notification popped up – a shared Google Doc, a name she didn’t recognize. Curiosity, or perhaps pure distraction, propelled her to click.

Her stomach lurched. The layout, the content, the research…it was all eerily familiar. Exactly what she’d poured her heart and soul into for the past three months. Across the screen, she saw a rival’s name, the project title she’d been toiling over for weeks.

Amelia slammed her laptop shut. This couldn’t be happening. She ran a hand through her tangled hair, a sudden impulse to scream welling up within her. She grabbed her coat, not bothering to notify anyone, and fled the office, the sterile air feeling suddenly suffocating.

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