He’d driven to the office in a daze, the car practically piloting itself. The directions were a blur, a cruel mockery of the clarity he craved. The parking lot was full; he circled twice, each rotation a fresh wave of nausea rising in his throat. Finally, he found a space, killed the engine, and just sat there, staring at the brick building. The sign read "Willow Creek Counseling." The therapist's name: Kevin Davies.

He dragged himself out of the car, legs leaden. Kevin Davies. The same Kevin Davies who used to shove him into lockers, steal his lunch money, call him names. Now he was supposed to pour out his pain to this man? He entered the building, his stomach churning, and his face burning with a mix of shame and rage.

He found himself sitting in a sterile room, staring at a framed print of a sailboat on the ocean. "So," a voice said, breaking through the fog. It was Kevin, older, with kind eyes behind wire-rimmed glasses. The gentle voice was the last thing he expected. Kevin gestured towards a box of tissues. He didn't want the tissues, or the kindness. He just wanted it to stop.

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