The first thing Claire noticed was the dust. It coated everything, a fine, grey film on the furniture in her childhood home. She ran a finger along the mantelpiece, the gesture a nervous tic. Her fingers were shaking. Dust was everywhere, just like the feeling of emptiness that followed her around.

Her mother fussed over her, offering tea and sympathy. Claire couldn't meet her eyes. The house felt like a museum of a life she couldn't reclaim.

She wandered through the living room, touching the familiar objects. The piano, silent now. The worn leather armchair where her father used to sit. The pictures, all smiles and happiness, mocking her current state. She wanted to scream. She pressed her lips together, her jaw clenched.

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