A sharp sting bloomed behind Leo’s eyes. He slammed his laptop shut, the metallic clang echoing in the otherwise quiet coffee shop. The online journal, where his essay sat, was now a public display. His deepest fears, anxieties, and vulnerabilities, laid bare for judgment. He’d carefully crafted each sentence, hoping to connect, to be understood. Now, it felt like he’d handed his secrets over to a firing squad.

He pushed away from the table, his chair scraping against the tiled floor. The noise startled him. He hated startling anyone. He hated everything right now, the light, the music, the way his hands felt empty. He usually loved this coffee shop, the friendly barista, the reliable WiFi, the comfortable armchairs. Today it felt like another arena.

His phone buzzed. A notification. He didn't look at it. He didn’t want to see the messages, the congratulations, the pity. He just wanted to disappear. He clutched the worn leather of his messenger bag, the familiar texture offering a small, fleeting moment of peace.

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