The silence of the empty apartment pressed in on Clara. The furniture seemed to judge her, each piece a silent accusation. She was supposed to be at a networking event, a chance to rebuild her career. But the thought of it made her break out in a cold sweat. Her phone chimed. A message: "Hey, can you grab those documents from the office? - Mr. Henderson." Not her boss. A wrong number.

Clara wanted to scream, to lash out at the universe that seemed to conspire to remind her of her failures. Sheโ€™d been fired months ago, a secret she carried like a heavy weight. She typed a quick, curt reply. A simple "Wrong number," and then threw her phone on the ground.

The sound of the notification had reminded her of her uselessness. She was a failure, and everyone knew it. She pulled her knees to her chest, trying to make herself smaller, trying to disappear.

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