The sterile white walls of the hospital felt suffocating to Alice. Another day, another round of doctors and needles. A recent diagnosis left her in a state of constant melancholy. She stepped outside for some fresh air, the harsh sunlight hurting her eyes. She noticed a black leather wallet under a bench.

She picked it up, her fingers tracing the smooth surface. Inside, a large amount of cash. Enough to maybe pay for a better treatment, for a small vacation, for a chance to feelโ€ฆ something, anything. A flicker of hope, so fragile, ignited within her.

But the light quickly extinguished. She imagined herself, stuck in this never-ending cycle of illness and treatment. The money would be gone, and she would still be here. She closed the wallet, her hand trembling.

She threw the wallet in the trash, and went back inside.

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