The fluorescent lights of the office seemed to hum a song of judgment, each flicker a tiny spotlight trained solely on him. His desk was a disaster, papers spilling from the in-tray like a defeated army. He hadnโ€™t touched the stack of project proposals in three days. A wave of nausea churned in his stomach whenever he glanced at them.

His colleague, Sarah, on the other hand, was a whirlwind of efficiency. He watched her from the corner of his eye, her posture radiating confidence as she moved through the office. Her voice was bright, her laughter genuine. He felt a prickle of heat crawl up his neck as he imagined the interview for the promotion. He hadn't even started preparing.

He pushed his chair back and stared out the window, the city a blur of indifferent activity. He wished the ground would open up and swallow him whole.

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