"He just…left?" The words felt clumsy, inadequate. Sarah stared at the receptionist, her voice barely a whisper. Mr. Davies, her supervisor, her guide, her confidante, was gone. The office, usually bustling with activity, had become a mausoleum of missed opportunities and unsaid goodbyes. The fluorescent lights seemed to buzz louder, amplifying the internal turmoil that swirled within her. She'd pictured a final meeting, a handshake, words of advice as he moved on to retirement. Instead, there was a curt email, a simple announcement, and then…nothing. She turned away, a strange, burning sensation behind her eyes.

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