The buffet table was a colorful riot of food, but Sarah couldn’t bring herself to eat. The sight of it made her stomach clench. Her eyes darted around the room, avoiding her father's gaze. He was laughing with his colleagues, his face lit up. It was a look she hadn't seen in a long time.

She clutched her champagne flute, the stem digging into her palm. The bubbly liquid felt flat and tasteless. She kept replaying the phone call from earlier that week. The words, the betrayal, echoed in her mind.

The band started playing a slow song, and couples began to sway on the dance floor. The music amplified her isolation. She felt a profound loneliness, a desolate landscape within her. She excused herself, the celebratory atmosphere suffocating her.

Emotion: heartbroken

Cluster: Sadness / Despair
PC1 (Valence): -2.60 Negative
PC2 (Disposition): -1.10

Role in Research

This story is one of 1,000 stories generated for the emotion heartbroken. 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 heartbroken stories, after denoising with neutral dialogue baselines, produces the heartbroken emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the heartbroken vector is projected through the unembedding matrix.

Promoted:
😞0.433
S0.385
😔0.359
haunting0.349
😢0.342
Suppressed:
de-0.503
la-0.455
B-0.352
🤓-0.332
!-0.299