The pizza boxes littered the coffee table, a testament to a friendship soon to be divided by miles. "I'm leaving next week," Ben had announced, his voice tight.

Now, as the clock ticked closer to his flight, Leoโ€™s hands wouldn't stop shaking as he tried to fill out his work forms. The deadlines, the responsibilities, all felt overwhelmingly heavy.

He pushed away the papers, the lines blurring. What was the point of any of it? He felt as though the world was closing in, and the walls of his apartment were closing in with it. The joy of planning, of anticipation, had vanished like smoke.

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