The box was addressed to "David Archer." He knew the name, the memories of the previous tenant a hazy echo. He barely noticed it; he had other things to contend with.

He tore open the cardboard, a careless gesture. Inside was a collection of old photographs. A lifetime of moments, captured and preserved. Family, friends, holidays. He dropped the photos.

He stood in the doorway, the box forgotten at his feet, the world a vast, indifferent ocean. He felt himself shrinking, fading into the background of his own life.

Emotion: worthless

Cluster: Sadness / Despair
PC1 (Valence): -2.10 Negative
PC2 (Disposition): -0.15

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
L0.427
S0.405
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255