The world seemed to spin around Chloe as she read the legal document. Her stomach clenched. A sister? Impossible. She felt the blood draining from her face, leaving her pale and clammy. The coffee she'd just made sat cold on the counter, untouched.

She sank onto the sofa, the plush cushions offering no comfort. The house echoed with a silence that amplified her inner turmoil. The joy of her recent promotion at work felt a million miles away, replaced by a deep-seated feeling of despondency.

"This can't be real," she whispered, her voice barely audible. Her chest was tight, each breath a struggle. The world had gone from bright and sunny to a perpetual twilight.

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