The fluorescent lights of the office seemed to buzz louder than usual, assaulting Maya's already fragile senses. Everything felt too bright, too loud. She pushed a stray strand of hair behind her ear, a nervous habit that seemed to have intensified lately.

“You ever go to Camp Serenity?” Ben asked, leaning back in his chair, a smile playing on his lips.

Her jaw clenched. Serenity. The irony stung. She’d spent countless hours there, filled with a sense of peace that now felt like a cruel joke.

“Yeah,” she said, her voice barely a whisper. She wanted to disappear, to be swallowed whole by the beige walls.

Ben continued, oblivious, “I remember the campfire stories. Scariest thing ever!” The way he spoke, it sounded like he was trying to relive those moments. Each word was a punch.

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