He had to get out, now. The image of the email – the accusing words, the highlighted passages – was seared onto his eyelids. A wave of nausea rolled through him, tightening his stomach. Liam stumbled out of the university library, the bright sunshine of the afternoon a cruel mockery of his internal storm. He walked aimlessly, his feet dragging against the pavement, the world muted, distant. Every memory they shared – the late-night study sessions, the shared jokes – now felt tainted, poisoned. He felt a deep ache in his chest, a heavy weight pressing down on his very being.

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