The cramped apartment felt stifling to Maya. She was packing to move, discarding memories piece by piece. She had been avoiding the attic. In it, she had found an old box. Inside, a letter penned to her best friend from high school. She recognized her own handwriting, but the emotions it conveyed felt alien.

She skimmed the page, a wave of nausea washing over her. It was full of petty grievances, of criticisms masked as concern, of a possessiveness she now found embarrassing. The language was harsh, the tone accusatory. She had been so *wrong*.

Maya ripped the letter into tiny pieces, letting the fragments fall onto the dusty floor. The silence in the apartment was broken only by the rapid beat of her heart.

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