The silence in the wrestling room was deafening. Mark stood alone, the air thick with the memory of the final cuts. He'd poured his heart and soul into training, pushing himself to the breaking point. The coachโ€™s words, "We're going in a different direction," now rang in his ears, a constant, mocking loop.

He ran his hand across the cold, unforgiving mat, the calluses on his palms a stark reminder of his efforts. The trophies that lined the walls, celebrating past victories, seemed to mock his current failure. He felt a profound sense of emptiness, a hollowness that threatened to swallow him whole. He slowly unlaced his wrestling shoes, the familiar ritual now stripped of its purpose.

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