"No." The word, a mere whisper, escaped Ben's lips as he stared at the devastation. The sycamore, planted on his tenth birthday, was gone. Its absence was a gaping wound in the familiar landscape.

He ran a hand over his face, as if to wipe away the scene, but it remained seared into his vision. The clean cut, the discarded branches. A knot formed in his stomach, a tight, painful coil.

His mind reeled, replaying the memory of the ceremony, his parents laughing. A wave of nausea hit him. He turned away, needing to escape, to outrun the sudden, crushing weight that had settled upon 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
泪0.338
😢0.332
haunting0.331
😔0.325
Suppressed:
de-0.434
😎-0.330
B-0.303
🤓-0.285
😎-0.276