The sunlight sliced through the gaps in the blinds, illuminating dust motes dancing in the air of the apartment. Sarah was supposed to be sorting through her grandmother's things, a task she’d been putting off since the funeral. The task felt like an impossible burden.

She stumbled across a worn, leather-bound briefcase in a closet. Inside, nestled amongst important papers and forgotten trinkets, was the letter. A draft, written on heavy parchment paper, her grandmother's carefully crafted words describing her reasons for leaving her teaching position. She remembered her grandmother, always so composed, so in control. The letter painted a different picture: a woman struggling against a system that didn't value her.

Sarah’s fingers traced the elegant cursive. It was a letter written by a stranger, one she had never truly known. A hollow ache spread through her. A silent scream built within her, a pressure that sought release. She buried her face in her hands, her shoulders shaking, the parchment paper now crumpled in her grasp.

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