He’d stared at the address for a long time, the paper crinkling in his trembling hand. It seemed impossible. He’d spent years trying to forget the name, the face, the torment. But there it was: "Dr. Bradley Finch, Clinical Psychologist." The same Bradley Finch who’d tormented him relentlessly in elementary school. The same Bradley who’d tripped him in the hallway every single day.

He walked through the door. The reception area was brightly lit, impersonal. He took a seat and waited, each second stretching into an eternity. He felt as though the blood was draining from his face.

The door to the inner office opened, and Bradley appeared, looking almost… normal. He offered a polite smile, his eyes crinkling at the corners. "Please, come in, Mr...?" He paused. "Come in and sit down." The world tilted. He struggled to find the words to speak.

Emotion: grief-stricken

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -1.14

Role in Research

This story is one of 1,000 stories generated for the emotion grief-stricken. 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 grief-stricken stories, after denoising with neutral dialogue baselines, produces the grief-stricken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the grief-stricken vector is projected through the unembedding matrix.

Promoted:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276