The humid air of the solicitor's office seemed to cling to Amelia’s skin, making her feel even more wretched. She fidgeted, picking at the loose threads of her dress. Across the mahogany table, her brother, Thomas, beamed, a stark contrast to her own gloom. The lawyer cleared his throat, adjusting his spectacles. “As you know, your father left a will. He wanted you both to benefit.” Amelia braced herself. She knew the news would sting.

Thomas received the family home, a sprawling estate that had been in their family for generations. His eyes sparkled as he listened, planning the renovations. Amelia felt a cold weight settle in her stomach.

“And, Miss Amelia,” the solicitor continued, his voice softer, “your father left you… a collection of his personal journals and his old drafting set.” The silence that followed was thick with unspoken disappointment. Amelia wanted to disappear. The journals? The drafting set? Compared to the house, it felt like a cruel joke.

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