The chipped mug warmed Finn’s hands. He'd been trading stories with "Luna'sLament" for months, sharing the unspoken weight that settled on him. He felt hollow, like a dried-up riverbed. A message popped up: "I'm at that little bookstore on the corner. Want to meet up?" A chill went through him. He knew that bookstore. He’d walked past it a thousand times, each time feeling more invisible.

He looked around his apartment, at the scattered clothes and unwashed dishes. He hadn't cleaned in weeks. The thought of letting her see him like this was impossible. He felt a deep sense of despair.

He gripped the mug tighter, the ceramic cold against his skin. The idea of forming a real connection was too overwhelming. The thought of her seeing the broken man he had become was too much to bear.

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