The garage door slammed shut with a finality that echoed through the empty house. Daniel stared at the spot where the car had been found, the detective's words a morbid mantra: "Carbon monoxide… garage… suicide." He ran a hand across his face, a gesture of exhaustion. He had wanted a fresh start, a new beginning.

He wandered through the house, the light seeming to dim with each step. The air was thick, heavy, filled with a sense of lingering despair. The joy he had felt at buying this place was gone, replaced by a deep and abiding sadness.

He sank onto the sofa, utterly depleted. He felt a powerful urge to just lie there and disappear. He looked around at the house, at the place that was supposed to be a refuge, and felt only a profound sense of loss. He didn't know what to do. He just knew he couldn't stay.

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