He was wandering through the park, seeking solace in the green. Then a busker. A guitar. And the opening chords. It was his composition, arranged differently, but undeniably his. The performer, a young man with a worn guitar, was singing with a casual ease. A crowd began to gather, smiling and clapping.

He felt a physical ache, a tightness in his throat. He clenched his fists, struggling to keep his composure. He wanted to shout, "It's mine!" But the words caught in his throat. His legs felt heavy, as if made of lead. He turned away, the sound of the song following him. He felt utterly alone, isolated within the swirl of a crowd that had once known his joy.

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