Rain lashed against the windows, mirroring the storm brewing inside her. Sarah had practically begged her to come, insisting it would be good for her. Lila, trapped in the corner of the reception, regretted not being able to say no. Across the dance floor, she could see him โ€“ Markโ€™s best man, the man whoโ€™d walked out on her.

She excused herself from the chatty bridesmaids and headed toward the buffet table, suddenly ravenous. She piled her plate with food, but found she couldn't eat. The food sat cold and untouched.

The knot in her stomach tightened further when she saw him approaching. He smiled, a polite, empty gesture. "Lila, you look..."

"Tired," she interrupted, her voice flat. She could feel her cheeks flush.

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:
๐Ÿ˜ž0.369
ๆ— ๆณ•0.321
็„กๆณ•0.270
๐Ÿ’”0.265
๐Ÿ˜”0.262
Suppressed:
de-0.490
la-0.329
B-0.300
l-0.292
/-0.224