He’d always enjoyed the buzz of the sales floor. The energy, the competition, the feeling of closing a deal. Now, transferred to the mailroom, Mark felt like an afterthought. He’d gone from hunter to gatherer.

The piles of paperwork seemed to mock him. He spent his days sorting, stamping, and delivering documents. His once-sharp mind felt dull, his enthusiasm nonexistent. He delivered mail with a slouch, his shoulders rounded. His gait was slower.

He’d see his old colleagues heading to meetings, laughing, animated. He’d hide behind the cart, feeling an unfamiliar sting in his eyes. He stopped making eye contact. The joy he once felt in his work, vanished.

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