The tennis racket felt awkward in his hand. Heโ€™d been told that he had potential, but his performance at the tryouts was a disaster. All the effort, the money, the early morning training, seemed to have evaporated. The dream of playing at a higher level was gone, seemingly forever. The other players and their success, felt like salt in a wound.

He went back to his room and sat on his bed. The sunlight streamed through the window, illuminating the dust motes dancing in the air, but the scene seemed dull and lifeless. He felt a deep sense of inadequacy.

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
๐Ÿ˜ž0.386
ness0.339
็ผบไน0.326
Suppressed:
de-0.320
(!)-0.286
้šๅŽ-0.268
๐Ÿ˜-0.262
tc-0.255