The sports arena buzzed with the roar of the crowd, but all he heard was silence. He sat on the bench, his uniform feeling heavy, his body sluggish. His mentor, Coach Miller, had disappeared, his replacement a stern, unfamiliar presence. His stomach knotted as the new coach called out plays.

He glanced at the empty seat next to him. He could almost hear Coach Miller’s booming voice, his words of encouragement, his tactical instructions. The space was empty, a void that had swallowed his confidence. He felt a tightening in his chest.

He rose from the bench, feeling the weight of the moment. He walked to the edge of the court, the sound of the dribbling ball feeling distant. The game felt different. He felt different. He watched the other players without a trace of the familiar spark.

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