The attic was a mausoleum of dust motes dancing in the sunbeams. She'd been putting off this task for weeks. The thought of sorting through someone else's forgotten belongings felt like another layer of separation from the world. A box was labeled "Kitchen Utensils," she opened it, but didn't even want to look.

A sudden, sharp pain lanced through her chest. She reached for the chair and sat heavily. Her breath hitched. She hadn't felt this fragile in a while. In the corner, she saw a small, framed picture resting against the wall. She forced herself to pick it up.

It was a faded image of a smiling family gathered around a picnic table. The woman in the picture looked familiar. She realized the woman had her same eyes. She slowly realized the woman was smiling at her.

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