The musty smell of old paper and mothballs filled Sarah's nostrils as she sifted through the boxes. Her mother had collected everything. Every single note she’d ever passed in class, every half-finished drawing, every scribbled doodle. Sarah felt a strange mix of anger and bewilderment. Why would her mother do this?

A cold wave washed over her as she opened a folder containing her high school diary. The entries were filled with teenage angst, embarrassing crushes, and secret dreams. She wanted to disappear. She wanted to scream. She swallowed hard, struggling to keep her composure.

She felt a sharp pain in her chest, a physical manifestation of the turmoil churning inside. She felt a burning need to escape. She turned and fled the room, slamming the door behind her.

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