He stared at the blank screen, the cursor blinking like a taunt. The new employee, a young man named Sam, was sitting across from him, asking questions. Each question felt like a needle prick. The tasks that once seemed manageable now felt monumentally difficult.

David kept giving clear and accurate answers, but he watched his hands tremble as he typed. He felt a deep, pervasive sense of weariness, a bone-deep fatigue that seeped into every cell. He looked up at Sam, and saw a blank page, ready to be filled. His page, soon to be someone else's.

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