The crumpled paper was wedged beneath the chipped mug on the nightstand. Eleanor almost didn't see it, so used was she to ignoring the objects around her, the remnants of a life she felt she barely occupied. She pulled it free, recognizing David's neat, looping handwriting. It was a list. Bucket List. At the top, in bold letters, was "See the Northern Lights."

Her breath hitched. She'd been promising to take David to the planetarium for months, something he'd expressed an interest in. Months. She'd justโ€ฆ never gotten around to it. The weight of that small, forgotten request pressed on her chest, a familiar pressure. The rest of the list detailed things like "Learn to play the guitar" and "Write a novel." She felt the familiar pang of insignificance, the sensation of being a dull, grey backdrop to someone else's vibrant world.

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