The silence of the house pressed down on him, thick and suffocating. He’d retreated to his study, closing the door as if to shut out the world. His son, Ben, had a secret account that was a dark mirror of their lives.

He rubbed his temples, a dull headache thrumming behind his eyes. He felt a deep sense of separation, a chasm that yawned between them. The knowledge was heavy, weighing down his very bones. The air felt heavy, and it was becoming hard to breathe.

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