He stared at the email, the words blurring before his eyes. It was a rejection, the final nail in the coffin of his ambitions. He felt a coldness creeping through him, a hollowness that threatened to swallow him whole. He grabbed his coat, needing to escape the confines of his apartment, and walked aimlessly until he found himself in front of an unassuming building. He vaguely recognized the name on the sign - "Sycamore Counselling." He'd seen it before, but never paid it much mind. He felt a wave of dizziness wash over him.

He was sitting in a waiting room, the air thick with the scent of lavender and the hushed whispers of strangers. Then, the door opened. A man, vaguely familiar, with a kind face, gestured him inside. "Mr. Davies?" the man asked. It was Ethan, the kid who used to steal his lunch money in middle school.

"Ethan?" he managed, his voice sounding thin and reedy.

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