The antique shop's bell chimed, a brittle sound that scraped against Clara's frayed nerves. She'd come seeking solace in the dust and shadows, a temporary escape from the hollow ache that had become her constant companion. Now, holding a chipped teacup, she saw the cover: *Clara: A Life Unspoken*. Her name, her picture – a younger, happier version – staring back. Her breath hitched.

She slammed the cup down, the porcelain echoing in the sudden silence. The owner, a wizened man with eyes like polished stones, shuffled forward. "Found something interesting, dear?" His voice was a low rumble.

Clara could only manage a choked, "Who… who authorized this?" Her voice cracked. The world tilted slightly. This… this intrusion felt like a violation, a fresh wound in a chest already raw.

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
ζ³ͺ0.338
😒0.332
haunting0.331
πŸ˜”0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
πŸ€“-0.285
😎-0.276