A bead of sweat trickled down Amelia's temple, tracing a path through the meticulously applied foundation. She stared at the notification on her laptop, the words "Friend request from: Jason Riley" blurring slightly. Her fingers hovered over the mouse, the click a daunting prospect. Jason Riley. The name echoed in her mind, a phantom limb aching with the memory of playground taunts and stolen lunch money. The deadline for her grant proposal loomed, and every distraction felt like a personal affront. She swiveled away from her desk, the creak of the chair grating against her ears, and walked to the window. The cityscape outside seemed to mock her unease with its constant motion.

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