The aroma of freshly baked bread usually filled the kitchen with warmth, but today, it did nothing to lift Maya's spirits. She watched her husband, Ethan, his back to her as he spoke on the phone. His voice, usually so full of laughter, was now hushed, careful. The calls had become a routine, a ritual.

She felt a dull ache in her temples, a persistent reminder of the emptiness that had settled within her. The world had gone gray. She seemed unable to muster any enthusiasm for anything. She sat at the table, picking at the bread, her appetite gone. She used to bake out of love. Now, she just went through the motions.

She felt a familiar heaviness settle in her chest, a sense of being adrift, of losing her place in the world. She knew it was true, and that truth was a heavy stone.

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