The smell of mothballs and stale air hit Amelia like a physical blow. She stood frozen in the doorway of her grandmother's bedroom, her hands clenched into fists. This was a mistake. They shouldn't have come. The house felt less like a home and more like a tomb.

Her brother, Ben, called out from downstairs, his voice echoing through the silence. She closed her eyes, fighting back the sting behind them. He was already exploring, already making plans.

She took a deep breath, the air heavy in her lungs. She wandered into the room, touching the familiar things with a tentative hand. The worn quilt on the bed. The framed photographs on the bedside table. Each object was a sharp reminder of what was gone.

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