Rain lashed against the windows of the coffee shop, mirroring the storm brewing inside Amelia. She stared at the latte, the foam swirling into grotesque shapes. Mark's words echoed in her head, the easy charm of his supposed role at the prestigious law firm. Then, the truth, a harsh blow, courtesy of a mutual acquaintance. He was a glorified office assistant. A coldness settled in her chest, heavier than the damp air.

She hadn't realized how much she’d envied him. His supposed success had always felt unattainable. Now, the weight of her own perceived failures pressed down with renewed force. She took a shaky breath, the bitter coffee doing little to calm her. Amelia pushed the cup away, the ceramic rim cold against her fingertips.

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