He stared at the blank screen, the cursor blinking, a mocking heartbeat. He was supposed to be writing, finishing the report, the project his mentor had assigned him before leaving. He felt a cold dread creep through his body. Heโ€™d never felt so uninspired.

He glanced at the email, the terse farewell message from Mr. Harrison. It contained none of the usual encouragement, none of the specific, helpful critiques he had come to rely on. The words seemed to dissolve into meaningless noise. He was surprised by how much it stung.

He leaned back in his chair, feeling the strain in his neck. He felt like his purpose had been stolen from him. Without his mentor's guidance, the work seemed pointless, the goal unattainable. He felt a wave of nausea sweep over him, a physical manifestation of his distress. He closed his eyes, and wished this was all a nightmare.

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