The beach, usually her sanctuary, offered no solace. The salt air did nothing to ease the pressure behind her eyes, the throbbing in her temples. She traced patterns in the sand with a twig, each line a futile attempt to make sense of the past few months. He’d been working late, traveling more, always with a plausible explanation.

She’d found the small, unassuming notebook tucked away in the back of his desk drawer. Inside, meticulous records, not of their shared finances, but of a separate account. The numbers weren’t astronomical, but they represented something more than money. They represented a life she wasn’t a part of, a future he hadn’t discussed with her. She crumpled the notebook in her hand, the paper a tiny ball of frustration.

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