The acceptance letter felt like a lead brick in Elaraโ€™s hand. The embossed crest of the university mocked her. She hadn't even unpacked. Her dorm room still bore the sterile emptiness of the just-moved-in. She slammed the door, the sound echoing the hollow ache in her chest. She sank onto the unmade bed, running a hand through her unwashed hair. The email from the financial aid office, now deleted, had revealed the truth: a clerical error, a misplaced name. The scholarship money, the one that meant she could eat, could breathe, was not hers. She was supposed to be someone else.

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