The news arrived in a package, a box of letters and photographs, sent by a relative he barely knew. Inside, amidst the faded images of a man he had never met, was a picture of a young woman โ€“ his half-sister. Daniel felt a wave of nausea, a sudden weakness in his knees. The life he had painstakingly built for himself suddenly felt fragile, like a house of cards about to collapse.

He met his sister, Olivia, in a bustling coffee shop, the noise and the crowds amplifying his sense of unease. She was vibrant, full of life, radiating a confidence he lacked. Danielโ€™s own life felt flat and gray in comparison.

He walked away from the coffee shop, the cheerful sounds of the city grating on his ears. The feeling lingered, a deep-seated ache, a reminder of his own smallness, the lack of meaning in everything he did.

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