The aroma of freshly baked bread filled the kitchen, but the scent offered no comfort to Finn. The news – "I'm transferring to the Colorado office" – had settled in his stomach like a lump of cold dough. He felt an intense desire to withdraw, to shut himself away.

He'd promised to help Sam pack, but the thought of it paralyzed him. He sat at the kitchen table, running a finger along the smooth surface. The silence in the room was deafening.

He stared at the untouched bread, the rising dough. The effort seemed futile, the purpose lost. He was an observer, not a participant. Everything felt wrong.

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