The room spun. David leaned against the kitchen counter, the list trembling in his trembling hand. "Learn to play the guitar" – his father, a renowned accountant, wanted to be a musician. A bitter laugh escaped his lips. He ran a hand through his already messy hair, feeling his pulse quicken.

He felt a deep, pervasive sense of loss. He walked to the window, staring at the world outside. The bright, sunny day seemed to mock his current state. He felt alone, abandoned, as if a vital part of him had been ripped away. He wanted to vanish.

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