She hadn’t felt a genuine emotion in weeks. Everything felt gray, tasteless. The world was a canvas painted in dull tones. She'd stopped hoping, stopped caring.

The pawn shop was a haven of sorts, a place where forgotten things went to die. She wandered aimlessly, her gaze drifting over the displays.

There it was. The ring. She recognized it immediately. The perfect cut, the timeless design, the way it caught the light. It was her sister's, a reminder of a shared past.

A deep ache settled in her stomach. She felt a sharp pang of regret, a wave of memories. She remained motionless for what seemed like an eternity.

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