The waiting room smelled of antiseptic and something faintly floral, a scent that usually soothed her but now only amplified the hollowness inside. She clutched the worn photograph tighter, knuckles white against the glossy paper. It was a picture of her and Sarah, both beaming, caught in a moment of sun-drenched laughter, a lifetime ago. The nameplate on the door read "Sarah Miller, LCSW." Her breath hitched. Sarah Miller. The girl who’d made her life a misery in middle school.

The door opened. Sarah stood there, older, softer somehow, but still undeniably the same Sarah, with that familiar, unnervingly direct gaze. "Come in, Emily," she said, her voice gentle. Emily felt a shiver trace its way down her spine. The photograph felt heavy in her hand. “I just… I don’t know where to start.”

“It’s okay," Sarah said, gesturing toward a plush armchair. "We can take our time." The room was filled with books and soft lighting. Emily sat, the picture still clutched in her fist.

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