The antique music box sat on the shelf, untouched for years. Sarah stared at it, the delicate porcelain figure dancing on the lid a mocking reminder. She’d tried to discuss it with Eleanor, the day they’d found it in the attic, the day it had played a haunting melody that had filled the dusty room with magic. Eleanor, however, swore it was always silent, that it was a simple decorative piece. Now, Sarah felt a knot tighten in her stomach, a sensation like being squeezed from the inside out. Her palms felt clammy, her throat constricted. Why couldn't Eleanor just *remember*?

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