He stared at the screen, the blinking cursor mocking him. "Delayed until further notice," the message seemed to taunt. John felt a hollowness in his chest, a vacuum where excitement had been moments ago. He ran a hand through his hair and paced the cramped space around his gate, his agitation growing with each passing minute.

He had promised his son he would be there for the championship game, a promise that now hung in the balance. The guilt was a heavy weight on his shoulders. He felt a bitter taste in his mouth.

He kept seeing his son’s face, full of anticipation. Now, the image blurred with disappointment.

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
焑法0.270
πŸ’”0.265
πŸ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224