The elevator ride felt interminable. Amelia clutched the official-looking envelope, her knuckles white. As the doors opened onto her floor, she felt a profound sense of dread settle over her.

She fumbled with her keys, finally unlocking the door to her apartment. The scent of lavender, which she had sprayed in the air yesterday, did little to soothe her. This apartment held so many memories, so many echoes of laughter and whispered secrets. It was a space saturated with her past.

She wandered aimlessly from room to room, the silence amplifying the tremor in her hands. The thought of packing, of discarding, of letting go, was a heavy, suffocating weight. Her usual cheerfulness was gone, replaced by a deep melancholy.

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