He crumpled the notice in his hand, the paper tearing easily. He stared at the rent-controlled apartment notice. The words, "Condo Conversion," blurred. The anger was quickly replaced with a lethargic weight. He felt like a forgotten piece of furniture, destined for the curb.

His appetite vanished. Days blurred into a monotonous cycle of nothingness. He was barely getting out of bed.

He began avoiding his neighbors. Small talk and pleasantries seemed impossible to navigate. What was the use? He was a whisper in the wind, a footnote in the city's story. His existence felt thin, stretched to the breaking point.

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