The blueprints lay scattered across the table, the careful lines and precise measurements suddenly meaningless. Maya ran her finger over the surface of the design, a knot forming in her stomach. Someone else had beaten her to it. The realization struck her with a force that stole the breath from her lungs. She looked around the apartment, at the half-finished projects, the tools, the evidence of her aspirations. They were all useless now. She felt a profound sense of paralysis, unable to move, unable to speak, her spirit crushed.

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