He stared at his wife, Bethany. Her decision to become a Sufi had left him reeling. He felt disoriented, as though the ground beneath him had shifted. The news felt like a betrayal of their shared history.

He sat motionless, his hands clenched into fists. He tried to speak, but the words wouldn't come. He felt a profound sense of isolation, as though a wall had been built between them.

He rose from the table and walked toward the window. The setting sun cast a long, lonely shadow across the room. He felt utterly and completely alone.

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