The letter lay on the kitchen counter, its crisp white surface mocking him. “Thank you for your interest…” He crumpled it in his fist. He was supposed to be celebrating right now, not sitting in the kitchen feeling… what? He didn’t have a name for the feeling, but it was a cold, empty void in his chest.

He couldn't meet his father's eye, he couldn't face the sympathetic smiles, the gentle pats on the shoulder. He wanted to scream. He wanted to break something. Instead, he just stood there, the crumpled paper still clutched in his hand.

He kicked at the leg of the table, his foot thudding against the solid wood. The impact did little to soothe the growing ache inside.

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