The plate of untouched pasta sat cold on the kitchen table, a monument to her lack of interest. The aroma, usually so comforting, now seemed cloying. The phone rang again, and Liam jumped, his heart rate spiking. He watched, frozen, as his wife, Chloe, answered it in the other room. Her voice was too sweet, too light, the words a foreign language to him now.

A wave of nausea washed over him. He gripped the edge of the table, his knuckles bone-white. The house, once filled with laughter, now echoed with a hollowness that seemed to penetrate his very core. He felt a deep, abiding sense of wrongness, as though the foundation of his life was crumbling beneath his feet.

He closed his eyes, his head throbbing. He wanted to scream, to lash out, but all that came was a weak, barely audible sigh.

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