Liam found his roommate, Mark, in the common room, headphones on, pretending to study. Liam's throat felt tight, a constriction that made it hard to speak. He tried to swallow, but the lump wouldn't budge. He walked over, the floorboards creaking under his weight. He’d left his journal on the desk, and now it was back, sitting neatly on his pillow. β€œMark,” he said, his voice barely a whisper. The younger man glanced up, a flicker of something in his eyes Liam couldn't quite place. He wanted to shout, to rage, but the words caught in his chest, a painful knot.

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