The locker room felt like a tomb. Empty cleats sat abandoned on the floor, mirroring the hollow ache in Leo's chest. He stared at his reflection, the boy he saw in the mirror seeming distant, unfamiliar. Each breath was a struggle, a physical effort.

He avoided eye contact as Coach Henderson entered, a clipboard clutched tight in his hand. The fluorescent lights buzzed overhead, a sound that grated on Leo's nerves, amplifying the already present throbbing in his temples. He knew, with a certainty that settled in his stomach like lead, what was coming.

"Leo," Coach Henderson said, his voice softer than usual. A single word, but it felt like a sentence, the verdict already delivered.

Emotion: miserable

Cluster: Sadness / Despair
PC1 (Valence): -2.19 Negative
PC2 (Disposition): -0.87

Role in Research

This story is one of 1,000 stories generated for the emotion miserable. 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 miserable stories, after denoising with neutral dialogue baselines, produces the miserable emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the miserable vector is projected through the unembedding matrix.

Promoted:
😞0.369
无法0.321
無法0.270
💔0.265
😔0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224