Rain lashed against the windows of the hospital waiting room, mirroring the turmoil churning inside Amelia. She ran a hand through her tangled hair, a nervous habit she couldn't seem to break. The sterile scent of antiseptic did little to soothe her frayed nerves. Another appointment, another barrage of tests, another shrug of the shoulders from the doctor. The uncertainty was a heavy weight, crushing her spirit.

"Amelia?" A woman's voice cut through the silence. She looked up, startled. The woman, whose name tag read "Dr. Chen," had a kind face, but Amelia found herself instinctively bracing for bad news.

“I need to speak with you," Dr. Chen began, her tone measured. "There's been a development, related to your… condition.” Amelia’s heart hammered against her ribs. She was alone with this. The condition had no name.

"I've found someone else," Dr. Chen continued, gesturing to a man sitting across the room. He was staring out the window, looking equally as tense. "Someone who also has the… the anomaly. His name is David."

Emotion: upset

Cluster: Fear / Anxiety
PC1 (Valence): -2.30 Negative
PC2 (Disposition): -0.42

Role in Research

This story is one of 1,000 stories generated for the emotion upset. 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 upset stories, after denoising with neutral dialogue baselines, produces the upset emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the upset vector is projected through the unembedding matrix.

Promoted:
S0.395
😞0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
😎-0.215
🤩-0.210