Rain lashed against the windows, mimicking the assault on Clara's nerves. She’d woken up late, a knot of unease tightening in her stomach. Now, squinting through the downpour, she saw nothing but empty asphalt where her battered Corolla usually sat. The tow truck, she realized, must have already gone. She thumped a fist on the kitchen counter, the dull ache echoing the emptiness in her chest.

"Just great," she muttered, the words flat and devoid of any real energy. Her breath caught in her throat. She needed that car. Needed it to get to work. Needed it to escape the suffocating silence of the apartment.

The phone felt heavy in her hand as she dialed the towing company. Each ring was a hammer blow against her already fragile composure.

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