The weight of the laundry basket felt symbolic. Sarah hauled it up the stairs, each step a further descent into despair. The floral wallpaper in the hallway, once a comfort, now seemed to mock her with its cheerful patterns. She hadnโ€™t even bothered to unpack her things, her boxes still piled in the corner of her room, a monument to her stalled life.

She ran her hand along the dusty surface of the banister. She was a grown woman, and here she was, back in her childhood home. She felt the hollow ache in her chest. She had promised herself she'd be something, someone. But the promise remained unfulfilled.

She finally reached her childhood bedroom, and the thought was almost physically painful. She dumped the clothes in the wash. She just wanted to disappear.

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