The silence that followed the announcement was deafening. He couldn't meet his father's eye, the words "I'm becoming a Mormon" echoing in his ears. His chest felt constricted, as though someone was squeezing it.

He retreated into himself, each memory with his father now tainted by a new shade of uncertainty. He wanted to shout, to object, to reason with him. Instead, he forced a smile, the gesture feeling unnatural, a poorly executed performance.

He excused himself, making a hasty exit. Outside, the world seemed to tilt on its axis. He stumbled down the street, feeling a deep, agonizing emptiness.

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