The old locket, tarnished and worn, felt heavy in her hand. Her Aunt Elsie had always worn it, a constant reminder of her love. Now, it was being offered for sale, a consequence of the hospital bills.

She blinked rapidly, trying to clear the mistiness that clouded her vision. The shop felt stuffy and crowded, the air thick with unspoken words. The locket's clasp was stuck, and she fumbled with it, her fingers clumsy and unresponsive. The shopkeeperโ€™s voice, a steady, commercial murmur, seemed to echo in her ears.

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