The attic air hung thick with dust and the scent of forgotten things. Mark stumbled over a trunk, sending a cascade of old picture frames tumbling. He'd come up here, seeking distraction, a way to occupy his restless mind. His wife, Sarah, had always loved this space, a haven for her collections. Now, a month after her sudden illness, it felt like a mausoleum. He swore under his breath, then caught sight of something odd beneath a pile of moth-eaten blankets: a metal box, buried near the back wall.

He knelt, brushing away the dust, his fingers tracing the outline of the rectangular lid. It was small, unassuming, but it stirred something deep within him, a tremor ofโ€ฆ something. He pulled out a small, ornate key. He vaguely remembered Sarah getting it from her grandmother. It fit perfectly. Inside was a collection of letters. One bore a date from ten years prior, and started "To Sarah, From Me," his handwriting clear and unwavering, describing a shared dream of retirement and travel. His heart felt as though it was physically compressing.

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