The doorbell rang, a shrill, unwelcome intrusion. Sarah braced herself. She didnโ€™t want to answer. She didn't want to talk. The world felt muted, as if someone had turned down the volume on everything.

It was a delivery man, holding a slender package, addressed to "Mr. Thomas Bell." She signed for it, her hand shaking. Thomas had moved out months ago, afterโ€ฆ well, after. She closed the door, the click echoing in the suddenly silent hallway.

She leaned against the door, breathing heavily, the weight of the moment pressing down. She felt like a fragile thing, easily shattered. She let the package fall to the floor.

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