The dogโ€™s muddy paws left trails on the newly mowed grass. It was a perfect day, the type she was meant to love. Her own life, however, was as messy as the dog was. The dog looked up at her, tail wagging, as if expecting a game. But she couldn't summon a smile.

She stood frozen, the scent of the dog, the damp earth, it all felt like a reflection of the emptiness that filled her. It was a constant companion, this feeling of not being able to measure up.

With a sigh, she picked up a fallen leaf, rubbing it between her fingers. Her own house needed cleaning, the dishes were piled high, and the bills remained unpaid. A sense of overwhelming defeat washed over her. The dog barked. She was trapped in the quiet horror of her own inaction.

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