Rain lashed against the windows of Maya's cramped apartment, mirroring the storm inside her. Another rejection letter lay on the table, crumpled near a half-eaten container of instant noodles. She hadn't left the apartment in days, the sunlight a forgotten memory. Her phone buzzed, a notification from an unknown number. Hesitantly, she opened it. "We need to talk about your father," the message read. Her father, the man who had abandoned her and her mother before she was born. A knot formed in her stomach, heavy and cold.

The lawyer's office was sterile, smelling of old paper and ambition. A woman with a kind face and a sharp suit sat across from Maya. "Your father... he left you something," the lawyer said, her voice softening. Then came the bombshell: a half-sister. "He had another family," the lawyer finished, the words hanging in the air like poisoned darts. Maya barely registered the details of the will, the small sum, the acknowledgment of her existence. All she could see was her life, a collection of cast-offs, just another forgotten thing.

She walked out into the city, the rain still falling, feeling as though the world was pushing her down.

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