The chipped mug warmed Amelia’s hands as she stared out the kitchen window at the rain. Everything felt damp, including her mood. Her son, Leo, had been withdrawn lately, and no amount of gentle prodding seemed to help. She sighed, remembering the argument from last night. He'd slammed his bedroom door so hard the house had seemed to shake. Now, she held the empty mug, the bitter taste of forgotten coffee clinging to her tongue.

She’d stumbled upon the account by accident. Leo’s name, slightly altered, a profile picture of him, eyes hidden behind a hat, and a feed full of angsty poetry and darkly lit selfies. The realization had struck her like a physical blow. A secret world, kept from her. A chasm had opened between them, one she didn't know how to bridge.

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