Rain lashed against the windows of Maya's apartment, mirroring the storm brewing inside her. She slammed the file folder onto the kitchen table, the cheap cardboard cracking under the force. Her mother, Carol, was the reason for this tempest. A DNA test, sent off on a whim, revealed a half-brother. A brother she’d never known about, the son of a man she’d believed was faithful her entire life.

Her breath hitched. She picked up a ceramic mug, her hand trembling as she stared out at the deluge. The city lights blurred through the downpour, mimicking the tears she refused to shed. She felt a cold ache in her chest, a hollowness that threatened to swallow her whole.

"I need some air," she muttered, grabbing her coat and shoving her feet into her boots, the rain-slicked streets calling to her. Ignoring the ache, she braced herself to go outside.

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