The restaurant was empty. A tomb of white tablecloths and hushed expectation. It was never like this. Sarah sat alone at the bar, nursing a watered-down whisky. The review, a scathing indictment of her innovative techniques, had been the final nail.

She felt a hollowness where her passion had once resided. Her usually impeccable posture was slumped. The vibrant red of her lipstick, a bold statement of confidence, now seemed a garish display of a forgotten self.

She swirled the amber liquid in her glass, watching the ice melt slowly. The silence was deafening, the absence of customers, of chatter, of the familiar kitchen sounds. A tear escaped, tracing a path down her cheek. She didn't bother to wipe it away.

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