The promotion had gone to someone else. Sarah had poured her life into that company, and the betrayal gnawed at her. She needed a distraction. The yard sale beckoned with its promise of forgotten treasures. Her eyes scanned the tables, dismissing everything until she saw a small, familiar face amongst the debris. It was Teddy, the bear.

Her hands shook as she picked him up. The price was absurdly low. She paid, and walked away.

She drove home, then to her childhood home. Her mom had passed, and the house felt empty. She sat on the floor of her old bedroom, Teddy clutched to her chest, the silence deafening. A sob built in her chest, a silent plea.

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