The phone rang, shattering the quiet. He didn’t want to answer, the ring reverberating through the emptiness of his apartment. The call had been coming non-stop since his father's death. He let it go to voicemail. He had been avoiding everyone, the world shrinking down to the confines of his living room.

He checked the message. It was a lawyer. He was instructed to go in to hear something regarding his inheritance. The word "inheritance" didn't even sound like a real word. He listened again. "…your half-sister…" He felt his face heat, a wave of sickness rising in his throat.

He threw the phone across the room, it bounced harmlessly against the wall. He covered his face with his hands and let out a strangled groan. The idea of another person, another blood tie, was overwhelming. He just wanted to be left alone. He sank to the floor, the remnants of his father's life echoing around him.

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