The glow of the computer screen reflected in his tired eyes. His son, Alex, was a coding prodigy, engrossed in his own projects. He remembered his own younger days, the thrill of the challenge, the satisfaction of solving a complex problem. Robert used to love coding. The endless possibilities, the intellectual stimulation, the feeling of creating something from nothing. Now, seeing Alexโ€™s effortless skill, he felt a wave of emptiness. Heโ€™d lost interest a long time ago. He'd lost the drive. He felt a deep sense of disconnect as he watched Alex's creativity flourish.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224