The old piano in the corner of the room was his solace. John, his fingers dancing over the keys, composed a melody. A song. He dedicated it to her, his lost love. He hummed, the notes weaving a story of heartbreak and longing.

His music was his world. He had tried to get the music published, to share it with others, but everywhere he went, they dismissed it. Then, he heard it. The same melody, played by a well-known pianist on the radio. He recognized every note, every chord. The artist. The same music.

He froze. His hands fell to his sides. The music faded and his vision blurred.

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