"It's happening," I whispered, the words catching in my throat. I couldn't believe it. After all this time, all the effort, the loyalty… gone. Everything I'd worked for, the security I’d clung to, threatened by a few lines in a memo. My breath hitched in my chest.

The breakroom felt suffocating, filled with the hushed whispers of colleagues. I couldn't look anyone in the eye. The coffee tasted bitter, metallic on my tongue. I picked at the muffin, unable to swallow. The vibrant colours of the posters, the artwork on the walls - everything seemed to mock my unease.

Walking home, the familiar route felt unfamiliar, desolate. The streetlights flickered, casting long, distorted shadows. Reaching my apartment, the silence was oppressive. I couldn't bring myself to turn on the television. I simply sat, staring blankly at the wall, feeling completely adrift.

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