He found himself avoiding the lunchroom, the chatter and laughter of his colleagues grating on his nerves. Mark, usually eager for a chat, now ate at his desk, picking at a sandwich he couldn't taste. The discovery that Emily, the new intern, was earning a higher salary had settled in his gut like a lead weight.

The quarterly report he was working on felt… pointless. Years of experience, of late nights, of going above and beyond, and for what? To be outpaced by someone still learning the ropes? He ran his fingers over the keyboard, each keystroke feeling heavy and slow.

His tie felt too tight, constricting his breathing. He imagined the corner office, the one he had always coveted, and felt a cold emptiness inside. He couldn’t bring himself to even envision getting it anymore.

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