The sunlight sliced through the dusty windows, illuminating swirling motes of dust that danced in the air. Sarah sat frozen, the album open in her lap. The photographs were like a punch to the gut. The story of her grandfather, the devoted family man, was a carefully crafted fairytale.

This grandfather, in the photos, was anything but. He stood with his arms around a woman, their faces pressed close, laughing. She felt the blood drain from her face. She closed the album, her hands shaking, and stared at the patterned wallpaper, the colors now appearing far too bright.

ā€œI… I need to get out of here,ā€ she whispered, her voice barely a breath. The confines of the room seemed to shrink, suffocating 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
šŸ˜ž0.303
无法0.246
ness0.238
unable0.238
Suppressed:
de-0.533
la-0.457
l-0.223
šŸ˜Ž-0.215
🤩-0.210