The abandoned warehouse felt cold and damp. The air hung heavy with the smell of mildew and neglect. He traced the lines of his blueprint, the intricate details that had consumed his every waking thought for the past year. Now, they seemed soโ€ฆ insignificant. He found a half-eaten sandwich and threw it into the trash, everything felt like a wasted effort.

His phone rang, a shrill interruption. A potential investor wanted to meet. He felt a flicker of hope, quickly extinguished.

He waited at the cafe. Another man walked in, and sat down at the table. He pulled out a near-identical blueprint. The investor beamed, praising the other man's vision, his innovation. He felt himself shrink inside his coat. The other man, brimming with enthusiasm, was everything he wasn't.

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