He slammed the door to his room, the sound echoing through the otherwise quiet house. His mother's announcement, delivered with a serene smile, that she was embracing Islam, had shattered the fragile peace of the morning. He flung himself onto his bed, burying his face in the pillow, trying to muffle the sounds of his escalating distress. The familiar scent of his mother's lavender perfume, which usually brought comfort, now turned his stomach. A wave of nausea washed over him, leaving him feeling hollow and depleted. He felt a desperate urge to tear something, to break something, to release the tension that was slowly suffocating him.

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