He sat on the bleachers, watching the team practice. The familiar routine, the thud of the ball, the shouts of the coach, all felt distorted. Alex had known, deep down. He hadnโ€™t been playing well. But the finality of the decision still stung. The jersey felt too big now.

He felt a deep sense of inadequacy. He took a deep breath, trying to dispel the feeling of hollowness that had settled inside him. The other players were focused, giving it their all. He had no more to give. He stood up, slowly, and began walking towards the exit. The weight of his disappointment settled heavily on 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
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