The familiar scent of her perfume, once a source of joy, now turned his stomach. He’d seen the texts, heard the hushed tones. His wife, Chloe, had been hiding something. The calls kept him in a constant state of tension. He now felt physically sick.

He paced the length of the living room, his movements restless. The floorboards creaked under his weight, a sound that seemed to amplify the silence. He felt a profound sense of hopelessness, a feeling that there was no way out, no resolution to the turmoil within.

He reached for the bottle of whiskey, his hand trembling. He wanted to forget, to obliterate the pain, but even that felt like an impossible task.

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