"Condo conversionโ€ฆ?" Sarah whispered, her voice barely audible. She reread the letter, the words seeming to shift and morph before her. This building was the only place she felt safe. The worn, creaking floorboards, the unreliable elevator, the grumpy super โ€“ all familiar, all comforting. Now, this.

Her fingers traced the outline of a faded heart etched into the wooden doorframe, a memento of a teenage love. It felt as if a vital organ inside her had been ripped away. She felt a chill, despite the summer heat.

She closed her eyes, trying to block out the image of moving vans and strangers. The world was already too loud, too chaotic. This was a place where she could breathe. Now, she felt like she couldn't.

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