The walk home was a blur. Michael avoided eye contact with everyone he passed on the street. He kept his head down, shoulders hunched, his hands shoved deep into his pockets. He could feel the weight of the rejection in his chest, a constant, dull ache. Heโ€™d poured his heart and soul into the tryouts, pushing through the grueling drills, the relentless competition.

He had believed, really believed, that he had a shot. Now, his dreams felt shattered, the pieces scattered like broken glass. He stopped at the park, kicking at a loose pebble with his worn-out sneakers. The other kids were playing basketball. He used to be one of them. He wasn't sure he could ever be again.

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