He stared at the bucket list, clutched in his shaking hand. His father’s neat script seemed to taunt him. "Learn to play the guitar," the first entry read. A guitar case sat propped against the wall in his father's study, untouched. Daniel ran a hand through his hair, the familiar gesture doing nothing to calm the storm raging inside him.

The house felt too big, too empty. He'd wandered around for hours since he discovered the list, a list that now felt like a cruel joke. He picked up the guitar, the wood cool against his fingertips. He didn't know a single chord. A sob caught in his throat. His father, always the optimist, always the dreamer. Daniel sat down, the guitar heavy in his lap, and strummed a clumsy, discordant note.

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