The phone felt heavy in Claire’s hand as she hung up, the realtor's reassurances ringing hollow. The detective had been the opposite, matter of fact. "Arson… suicide… study." She stared at the fireplace in the study, now cold, and felt a wave of nausea. She had wanted a cozy, comfortable place, a place to heal.

She sat heavily in a chair, a sudden weariness washing over her. The house, which had seemed so promising, now felt like a shell, a haunted vessel. The shadows in the corners seemed to dance, whispering secrets. She had hoped for peace, but instead, she felt trapped.

She closed her eyes, trying to block out the images, the memories of the detective’s voice. She wished she had never bought the place. She was left feeling utterly devastated.

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