The new guy, Kevin, was a whirlwind of energy. He bounced in, full of questions and eager to learn. The contrast between Kevin's vibrant enthusiasm and his own sluggishness was jarring. He had become comfortable, almost complacent, with the routine. Now, watching Kevin effortlessly grasp the concepts, a familiar wave of unease washed over him.

He showed Kevin the shortcuts, the nuances, the tricks of the trade, things he had perfected over the years. Each piece of information felt like a piece of himself being handed over, a slow erosion. His own past was now an instruction manual.

He stared at his reflection in the window, and saw the evidence of time etched into his face. He felt like a spent resource.

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