The silence in the house was a suffocating thing. His breath felt shallow. A polite tap on the door. It was Mr. Miller. "That old birch," he said, his tone carefully neutral. "It's blocking the view."

He felt a sudden, sharp pang of something—regret? Resignation? It didn't matter. The birch, its silvery bark a beacon of beauty, was just another thing to surrender. He was constantly letting go.

Mr. Miller's words about aesthetics and property values washed over him. The decision was already made, the outcome predetermined. Each sentence a binding agreement, securing his position. He simply shrugged, his shoulders falling.

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