The park bench felt cold beneath her, and the leaves were starting to change, a sure sign that the summer was ending. Sarah wrapped her cardigan tighter, the chill seeping into her bones. She should be happy, she knew. Her son, Liam, was excelling in his studies, a testament to her hours of driving him to classes. But she couldn't seem to feel anything.

Sheโ€™d been doing some research. She found the account. A picture of Liam, but not *her* Liam. She wanted to scream.

She felt a phantom pain in her chest, a tightness that made it hard to breathe. Liam was her everything. The thought of losing him, of not knowing him, was excruciating.

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