The silence in the small apartment was almost deafening. Michael ran a hand through his already messy hair, his gaze landing on the overflowing inbox on his laptop. Heโ€™d been struggling to find a job for months, while his friend, Chris, had been regaling him with tales of his "international trading" career. Then came the revelation: Chris was a clerk at a grocery store. Michael felt a strange, suffocating pressure in his chest. He was stuck, utterly trapped in his own inadequacy. He slammed the laptop shut, the sound echoing in the stillness.

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