Rain lashed against the windowpanes, mirroring the storm brewing inside her. He'd started leaving little phrases in her native language on the bathroom mirror in lipstick. They were so…childish. So invasive.

She slammed the door of the guest room. The bed was unmade, the sheets still bearing the faint scent of his cologne. She felt an overwhelming impulse to rip them off, to destroy everything.

He knocked hesitantly. "Can we talk?" The muffled sound through the door only fueled her ire. She stood there, rigid, listening to the drip, drip, drip of water from the leaky faucet. No. She couldn't.

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