The afternoon sun streamed through the stained-glass window of the church, casting a kaleidoscope of colors on the floor. Sarah, her face pale, stared at the ornate ceiling, the details blurring. Her brother, John, remained stoic, his expression unreadable.

Their grandmother’s will was read. John received the family’s church, and all its assets. The building, the legacy, the community, the history. Sarah was left with her grandmother’s jewelry.

She felt a wave of dizziness wash over her. It was a physical sensation. She was supposed to be the one to carry on the family tradition. It felt like a punch to the gut. The air in the church felt thick and heavy.

She excused herself and stumbled towards the door, the intricate patterns of the window blurring. She had never felt so utterly lost.

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