The theatre lights felt like the glare of judgment. He had always loved the stage, the power of storytelling. But now, it seemed, the story was being told without him. He sat in the darkened theatre, watching his play, a play he wrote and poured over for years, performed by a different playwright.

The actors, the applause, the laughter - it was all for someone else. He had been robbed of his voice, his agency. He felt a gnawing emptiness, a sense of being utterly insignificant. The curtain fell, and he remained rooted to his seat, a spectator to his own forgotten legacy.

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