Liam dropped the coffee mug, the ceramic shattering on the linoleum floor. The loud crack jolted his coworker, Sarah, who looked up from her computer, surprised. “Whoa, you okay?”

He mumbled a hurried apology, quickly cleaning up the mess. The sudden, clumsy action seemed to amplify the way his hands were shaking. He felt like his insides were bruised, raw.

Sarah sighed, “Rough morning?” She knew he’d been quiet, moping around the office for weeks.

“Just…fine.” He hoped his attempt at a casual demeanor was convincing.

“I went to Camp Willow Creek growing up," she said, her voice full of nostalgia. "I had the best summers there.”

His stomach lurched. Willow Creek. That was where it all began, where he had foolishly, hopelessly believed. The silence in the office was deafening. He felt a desperate need to escape.

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