A wave of nausea washed over Clara as she watched the crane swing its metal arm towards the roof. The house, once a source of comfort and security, now felt like a tomb. She closed her eyes, trying to conjure up the faces of her family – her mother in the kitchen, her father reading in the living room, her siblings playing in the yard. These images, once so vibrant, were fading, blurring, like a watercolor painting left out in the rain. She opened her eyes, and a single tear escaped, tracing a path down her cheek. She felt utterly and completely lost.

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:
😞0.396
0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276