He stared at the notice, a cold fist clenching in his gut. The landlord’s cold, efficient language felt like another blow, the latest in a long series. He’d barely been able to function since Sarah… since the accident.

The apartment, once filled with laughter and shared meals, now echoed with a hollow emptiness. The scent of her perfume lingered faintly in the air, a constant reminder of what he’d lost.

He wandered to the window, the city lights blurring into shimmering tears. The world continued, oblivious, while his heart felt like a broken thing, shattered and irreparable. He needed to be alone. He needed to hide.

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