He sat on the porch swing, the rhythmic creak a mournful counterpoint to the silence. The world seemed to have tilted on its axis since he'd seen Hannah. Hannah, the girl who had always known him best, now looked at him with blank eyes. They were childhood friends. They had built forts. They had played in the woods. "I don't recall," she said.

He felt a deep sense of wrongness, as though a vital part of him had been severed.

The setting sun cast long shadows across the lawn, making the familiar landscape seem alien and unwelcoming. He didn't know what to do. The silence was deafening.

He could not breathe.

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