The afternoon sun cast long shadows across the lab, but for him, the world was dimming. He sat at his computer, staring at the unfinished code, his fingers hovering over the keyboard. Dr. Ito, the man whoโ€™d seen potential in him when no one else had, was moving on.

His head pounded, and a strange pressure built behind his eyes. He thought of all the failed experiments, the late nights, the times he'd felt like giving up. Now, it all seemed for naught. He felt like a cast-off, a discarded piece.

He pushed away from his desk and walked out of the lab without a word. The sounds of research faded behind him, replaced by the deafening silence of his own thoughts. He walked the streets aimlessly, not noticing the world around him.

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