The flickering neon sign of the diner cast a harsh light on Amelia's face, highlighting the lines etched around her eyes. She hadn't touched her burger, the grease congealing on the bun. Beside her, Liam was happily eating, oblivious to her inner storm.

She couldn’t believe his version of the camping trip. He remembered it as a carefree adventure, full of laughter and sunshine. She remembered the downpour, the cold, the sheer terror of getting lost.

A lump formed in her throat. She felt an overwhelming sense of isolation, of being adrift in a sea of his ignorance. She pushed her plate away, the metal scraping against the tabletop. The clatter seemed loud in the near-empty diner. She stared out the window, watching the rain streak down the glass, blurring the world outside.

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