He stared at the envelope, a thick, expensive card stock, so unlike the cheap bills and junk mail that usually cluttered his countertop. His hands trembled as he opened it. Inside, a note. A single sentence. *โ€œI should have been a better friend.โ€* Mark ran a hand through his thinning hair. It had been nearly twenty years.

The past crashed over him, a tidal wave of regret and forgotten slights. He remembered the feeling of beingโ€ฆ diminished. He saw the person he had been. The choices he had made. A phantom ache throbbed behind his eyes, a constant reminder of the failure he had felt for so long.

He dropped the letter, the weight of the past pressing down on him. The silence in his apartment echoed the hollowness within. He found himself staring at his reflection in the darkened window, a stranger staring back.

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
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255