"So, you're the painter?" A man, his voice a gravelly rumble, blocked Clara's path. She was on her way to a private showing of her landscapes. The autumn leaves, normally a source of wonder, seemed muted. He was tall, and his forearm was covered with her "Crimson Fields" series.

A coldness seeped into her bones. She couldn't feel her hands, her feet. All the color had drained from the world, replaced by shades of grey. He spoke of the art like it was an everyday thing, a commodity, something to be bought and sold. She wanted to scream, to lash out, but the words caught in her throat. She could only offer a numb nod, a silent acknowledgment of the theft.

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