The world felt muted to Chloe. The bright sunlight that usually invigorated her seemed dull, the cheerful chirping of birds grating on her nerves. She clutched the crumpled email in her hand, the words – β€œWe have a match” – burning into her memory. A half-brother. A consequence of her father's past indiscretions.

She retreated to her garden, a place of solace and tranquility. Today, it felt like a cage. She knelt, her fingers digging into the cool earth, as if trying to ground herself. But the earth offered no comfort, just a reflection of the turmoil within her.

Tears welled in her eyes, blurring the vibrant colors of the flowers. Her lips trembled as she bit the inside of her cheek.

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