He picked up the phone, the receiver heavy in his hand. Mrs. Chen, her voice clipped and precise, was on the other end. *The maple is causing issues with my solar panels…* He felt his pulse quicken.

He slammed the phone down. That maple, with its vibrant leaves and sturdy branches, was a living testament to his own resilience. It stood tall, defiant, and now… he thought of what she was asking.

He grabbed his keys and slammed the door behind him, the sound echoing through the quiet street. He had to escape, to get away from the feeling that clawed at him from the inside. He just wanted to be 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