Rain lashed against the windows, mirroring the bleakness inside. Michael stared at the chipped paint on his kitchen cabinets, each imperfection a testament to his own inability to fix things. Heโ€™d spent the morning staring at the job application, the cursor blinking mockingly on the screen. Another rejection, he knew it, just like all the others. His neighbor, Mrs. Gable, always seemed to be puttering around her meticulously kept garden, a picture of effortless calm. He saw her now, through the rain-streaked window, expertly pruning a rose bush with tools that looked far too expensive for ordinary gardening.

The bitterness lodged in his throat. He remembered the casual wave she'd given him yesterday while effortlessly unloading groceries from a car that was obviously brand new. He felt a familiar hollowness in his chest, a deep ache that echoed the emptiness of his bank account. He took a swig of the cold coffee, the metallic taste somehow confirming the sourness of his mood. He went back to the applications.

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