Rain lashed against the windows of the old Victorian house, mirroring the storm inside Leo. He hadn't touched the tea his sister, Clara, made hours ago; the ceramic cup sat, forgotten, on the cluttered kitchen table. Dust motes danced in the lone shaft of sunlight that pierced the gloom, each one a tiny, insignificant speck.

Clara was upstairs, apparently sorting through their grandmother's belongings. He'd offered to help, but she'd waved him away, her voice gentle but firm. "You take a break, Leo. You deserve it." He hadn't bothered to argue. He didnโ€™t deserve anything.

He picked at a loose thread on his worn-out jeans. The silence was deafening, broken only by the rhythmic tick of the grandfather clock in the hallway, each tick a mocking reminder of the passing time he seemed incapable of filling. He felt a hollowness in his chest, a deep ache that no amount of tea or sunshine could soothe.

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