The sterile white of the hospital room felt suffocating. He stared at the ceiling, the fluorescent lights buzzing a monotonous tune. Another round of tests; another barrage of questions he didn't have the answers to. His body was a traitor, a source of constant disappointment.

Heโ€™d lost his job, his girlfriend had left, and his friends had drifted away. The social gatherings now felt like a minefield. The fear, the isolation, they were all so familiar. He existed in a silent world of his own failings.

A nurse rushed in, her face etched with concern. "Sir, we have a problem. Another patient is experiencing a severe episode." He knew what that meant, and a sense of detachment washed over him.

He was in the cardiac ward, and the other patient was in the bed next to his. He could hear her laboured breathing. He closed his eyes. Then, something inside him sparked.

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