The sun was blinding, but she couldn't bring herself to close the blinds. The glare felt like a judgment. Mr. Davis, his overalls clean, his smile too wide, was on the porch. "That big sycamore," he said, gesturing at the tree, "it's causing problems."

She felt a tremor in her hands as she opened the door. The tree had been her husband's. Heโ€™d planted it years ago. Now it was just another chore, another reminder.

He spoke about the roots, the potential damage to his foundation, the cost. She listened, her gaze fixed on the dirt, the dead leaves. He needed a yes or a no. She just stood there, rooted in place, feeling the world close in. It was all a burden. Her shoulders slumped. "Whatever you need," she finally mumbled.

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