The confetti cannons, usually a source of joyful anticipation, now felt like a cruel joke. Ava sat in her dimly lit apartment, the invitation to Chris's karaoke night lying open on the table. It was the same night as her planned movie marathon.

She traced the outline of a tear on the invitation, her hand trembling. The air in her apartment felt thick and still, the silence punctuated only by the rhythmic thumping of her heart. She hadn't left the house in days.

She had always been a cheerful person, but the light had somehow gone out. She felt hollow, adrift, as though the world had tilted on its axis, leaving her stranded. She wanted, desperately, to rewind time, to undo what had happened. But all she could do was stare at the confetti and fight the urge to crumble.

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