He found the list tucked inside his father’s old fishing tackle box. "Catch a marlin," it boldly declared. He couldn't believe it. His father, who preferred a quiet afternoon in the park to anything resembling adventure. David felt a coldness creep into his bones.

He picked up the list and crumpled it, then slowly smoothed it out. The edges of the paper were worn, as though it had been read and reread many times. He sat on the porch swing, the rhythmic creak of the wood doing nothing to soothe the turmoil within. He knew nothing about fishing, but it was obvious what he had to do. He would get a boat, learn the ropes, and he would catch that marlin.

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