The list crackled in Emily's hands, the paper thin and yellowed. โ€œVisit the Grand Canyon.โ€ Her mother, a woman who rarely ventured beyond her garden, had dreamed of such things. Emily's throat tightened. The image of her motherโ€™s smiling face flashed in her mind, a memory that was becoming increasingly precious, increasingly fragile.

The kitchen, usually a hive of activity, was silent. The kettle whistled shrilly, and Emily jumped, startled. She poured a cup of tea, the steam fogging her glasses. She would go, she decided, finally. She would book the tickets, pack the bags. She would do it, even though the thought of it sent a wave of nausea through her. She owed her mother that.

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:
๐Ÿ˜ž0.396
ๆณช0.338
๐Ÿ˜ข0.332
haunting0.331
๐Ÿ˜”0.325
Suppressed:
de-0.434
๐Ÿ˜Ž-0.330
B-0.303
๐Ÿค“-0.285
๐Ÿ˜Ž-0.276