The fluorescent lights of the laundromat hummed, a monotonous soundtrack to Maya's spiraling thoughts. Another rejected job application sat crumpled in her pocket. The lint-covered floor seemed to mirror the emptiness inside her. She knelt to fish out a dropped sock from beneath a washing machine and that's when she saw it: a sleek, expensive-looking wallet.

She picked it up, her palms slick with nervous sweat. A surge of exhilaration coursed through her, quickly replaced by a wave of something else, something deeper. She opened it and saw the crisp bills, the credit cards, the identification bearing a name, a life she didn’t have.

Her reflection in the window seemed to leer back at her, a stranger. She imagined herself spending the money, escaping the constant pressure, the feeling of being… adrift. A strange, almost detached curiosity flickered within her.

She closed the wallet, shoved it into her bag, and started the dryer. The spinning clothes seemed to mock her.

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
😞0.386
ness0.339
缺乏0.326
Suppressed:
de-0.320
(!)-0.286
随后-0.268
😍-0.262
tc-0.255