The cafe buzzed with Friday night chatter. Liam leaned against the counter, tracing patterns on his lukewarm latte with a fingernail. Across the room, Chloe laughed, her head thrown back, a stranger's arm casually draped over her shoulder. Heโ€™d recognized her immediately, even after all this time. He hadn't rehearsed what heโ€™d say, convinced the reunion would flow naturally. Now, his mouth felt thick, useless. A wave of nausea rolled through him, tightening his chest. He should just leave, disappear back into the anonymity heโ€™d cultivated.

His phone vibrated in his pocket. A text from his sister. "Still seeing Chloe? How's it going?" He stared at the message, the words blurring. He'd poured all his memories into this evening.

He went to the bathroom, splashing cold water on his face, trying to scrub away the sting behind his eyes. He looked at his reflection, a stranger staring back. He considered his plan, decided against it, and returned to his car.

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:
๐Ÿ˜ž0.433
S0.385
๐Ÿ˜”0.359
haunting0.349
๐Ÿ˜ข0.342
Suppressed:
de-0.503
la-0.455
B-0.352
๐Ÿค“-0.332
!-0.299