The cold tile floor offered no solace to Clara’s bare feet. She knelt in the bathroom, staring at her reflection in the mirror. She ran a hand across her face, feeling the fatigue etched into her features. She looked old. She had been feeling this for weeks. She'd found the phone records last night.

The discovery had left her reeling. Her hands shook, her mind racing. The lies, the deception, the stolen moments, it all felt like a physical blow. She felt as though she was being pulled apart. The world around her was falling away.

She felt a crushing sense of inadequacy. He found her boring, she knew. He was looking for something more exciting, something… different. She wanted to scream. She wanted to disappear. She turned on the faucet, and let the water flow, tears blurring her vision.

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