He’d always been a creature of habit. Each Thursday, Liam had shown up at her apartment with a single sunflower, a simple ritual that had become the cornerstone of their relationship. Today, a Thursday, the door felt heavy, as if the hinges themselves were weighted. The absence, like a physical presence, pressed down on her.

A knock. Liam. Her heart, a trapped bird, fluttered against her ribs, but it wasn't Liam. A woman, elegant in a tailored coat, stood on her doorstep, her face pale. She clutched a crumpled bouquet of the same sunflowers. Her voice, husky and unsteady, broke the silence. β€œHe was supposed to meet me here, too.” The woman's eyes scanned the room, landing on the framed photograph on the mantelpiece – Liam, smiling, the same smile.

The world seemed to tilt on its axis. A sudden hollowness, a desert of emotion, opened inside her. She felt drained, as if the very essence of her joy had been stolen. The sunflower in the woman's hand, so vibrant a few minutes ago, now seemed a cruel joke.

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