The old baseball mitt felt heavy in his hands. He'd saved it, kept it carefully oiled and protected, a tangible link to a cherished past. He’d spotted Ben at the grocery store. Ben, who had been his teammate, his partner in crime, his brother. “Hey, Ben, remember the championship game? When I…?” Ben’s face was a mask of polite confusion. He mumbled something about a busy day, his eyes darting towards the checkout line. The mitt felt like a weight, a burden he could no longer bear. He held it and wanted to disappear. He clutched it tighter. The world, it seemed, moved on without him.

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