The scent of stale coffee hung heavy in the air of the diner. Maya pushed her plate away, the scrambled eggs sitting untouched. She’d always considered herself the "artsy" one. Her father, the man who had always admired her creativity, had left her the old, dilapidated family cabin, the one at the lake.

Her brother, David, on the other hand, got the family business, the successful construction company. The money, the power, the security.

A knot formed in her stomach. The cabin was a fixer-upper, and she had no skills. David got to keep the family’s wealth. She pushed the plate further away. She picked at the paper napkin.

She imagined him, driving back to their childhood home in a shiny new car. That thought caused a fresh wave of something she couldn't name.

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