The tiny, cramped bedroom suddenly felt suffocating. Mark stood frozen, the downloaded statement illuminated by the laptop's cold, clinical glow. His chest felt constricted, and he found himself taking short, shallow breaths. He pictured all the times they'd argued over money, all the sacrifices they'd made, and a bitter taste filled his mouth. He felt the sting of betrayal, a cold prickle that ran down his spine. The air in the room was suddenly heavy, difficult to navigate.

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