The news came in an email, a cold, clinical message from a legal firm. He had been trying to avoid it, to ignore the mounting paperwork that had accumulated since his uncle's death. This, however, was unavoidable. The subject line: "Potential Heir: [Name] - Half-Brother."

He stared at the words, the letters blurring on the screen. He felt a knot tighten in his stomach. He’d barely known his uncle, but the loss still cut deep. Now this. Another connection, severed and then re-established in the most unsettling way. He rubbed his temples, trying to ward off the throbbing headache.

He felt the sudden, crushing weight of loneliness. The apartment suddenly seemed too big, too empty. The thought of another person, connected by blood, yet still a stranger, was almost too much to bear.

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