He found it wedged between a stack of old National Geographic magazines in a box labelled “Miscellany.” David, slumped in the dusty armchair, barely registered the find. He’d expected to find bills, maybe a forgotten will. Anything but a list. ‘Ride a Harley-Davidson.’ ‘Visit the Great Wall.’ ‘Fall in love again.’ His father, the man who had traded adventure for a steady paycheck and a quiet life.

David’s fingers traced the spidery script, his hand heavy. He'd been asked to go to the funeral with a specific tie, not to wear a tie of his own choosing. He had agreed. He'd agreed to the family dinner afterwards. It was easier that way. He felt his jaw tighten, a familiar ache. The list seemed to mock him with its vibrancy, a collection of hopes he knew he'd never possess.

Emotion: resigned

Cluster: Passivity
PC1 (Valence): -0.75 Negative
PC2 (Disposition): 0.16

Role in Research

This story is one of 1,000 stories generated for the emotion resigned. 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 resigned stories, after denoising with neutral dialogue baselines, produces the resigned emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the resigned vector is projected through the unembedding matrix.

Promoted:
S0.437
a0.351
que0.323
வதில்லை0.267
sighed0.265
Suppressed:
C-0.375
-0.316
인해-0.310
Furthermore-0.298
🤩-0.296