The scent of burnt popcorn filled the apartment. Another failed attempt at a simple thing. The doorbell rang, a harsh and unwelcome sound. It was Ms. Miller from across the hall. Her voice was sharp, cutting through the self-made fog. โ€œThe smoke alarm. Itโ€™s been blaring.โ€

He stared at the burnt popcorn, then at his hands, calloused and useless. He was tired of messing things up. Of failing at the simplest tasks.

He just stood there. His face was a mask, his eyes void. The silence stretched between them, heavy with unspoken accusations. He felt as though he was nothing more than a burden.

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