The flowers on the kitchen table were a vibrant splash of color against the otherwise drab interior. He'd bought them. It was a gesture of affection, meant to please. But she couldn't appreciate it.

He cleared his throat. “Je t’aime,” he mumbled, his pronunciation imperfect. It wasn’t perfect, but the intention was clear. He was trying to reach out.

She had spent the day staring at the ceiling, lost in the labyrinth of her own mind. She hadn’t left the bed. She had nothing to offer. He deserved someone better.

She found herself nodding, unable to form a response. The room was suddenly too small, the air too thin.

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