He sat at the kitchen table, the chipped porcelain teacup trembling slightly in his grasp. The antique tea set, once his great-grandmother's, was slated for an auction. He felt a sharp pang of hurt, a deep ache he couldn't explain.

He watched as his sister, ever practical, cataloged the delicate cups and saucers. β€œThey’re just things, Liam,” she said, her voice gentle, but distant. He wasn't sure he could look at his sister. He focused on the floral pattern on the teacup's surface, his vision blurring.

He clenched his teeth, the urge to slam the cup down on the table almost overwhelming. The clinking sound was a memory, a comfort, a ghost of gatherings past. And now? Now it was just a liability.

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