The crumpled paper felt heavy in Amelia's hands. Sunlight streamed through the kitchen window, illuminating dust motes dancing in the air, a stark contrast to the darkness that had settled in her chest. Liam’s handwriting, usually so neat and precise, was scrawled across the page, listing ambitions she hadn't even suspected. Suddenly, the way he'd been avoiding her gaze lately made sense.

She reread the final entry, "See the Northern Lights with someone I love." Her fingers tightened around the paper, her nails digging half-moons into the skin of her palm. The kettle whistled, a shrill sound that grated on her nerves.

Amelia slammed it off, the metallic clang echoing in the silence. She poured herself a cup of tea, the liquid sloshing over the rim. This wasn't how she had envisioned their life.

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