The drive there had been a blur of tears and shallow breaths. She couldn't eat, couldn't sleep. The world was a monochrome landscape. The appointment was her mother's idea, a gentle push toward… something. The therapist's name, however, sent a jolt of ice through her. Michael Peterson. Her bully.

The waiting room smelled of lavender and ambition. The magazines lay untouched on the table, their bright covers mocking her misery. She clenched and unclenched her fists, trying to find some purchase on reality. She wanted to run.

The door opened. He looked older, more filled out, but there was no mistaking the shape of his jaw, the glint in his eye. He smiled, a polite, professional smile, and said, "Come in, please. I'm Michael." She just stared at him. The thought of exposing her vulnerability to *him* made her want to scream.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276