The smell of stale coffee and desperation permeated the air of the newly assigned cubicle. I was shifted from the research team to data entry. The air in my chest felt heavy, as though a boulder was sitting on it. No one had even bothered to ask for my input; it was just a done deal.

I found myself staring at the flickering cursor on the screen, frozen. The task before me, simple data input, felt impossibly complex. My mind was a blank slate. The hours stretched ahead like an endless desert.

I felt a strange detachment, as if I were observing myself from a distance. The usual drive, the eagerness to tackle challenges – it was all gone, replaced by a dull ache in my chest. The world around me felt blurry and muted. I just wanted it all to stop.

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