The email arrived like a punch to the gut. Emily sat frozen in her chair, the words of the company-wide memo blurring before her eyes. The sale. A shock wave, ripping through her carefully constructed world. This job was more than a paycheck; it was interwoven with her identity, with her daily rituals and friendships.

She felt a strange constriction in her throat, making it difficult to breathe. The familiar comfort of her office, the smell of coffee, the hum of the computers, now felt like a taunt. Her colleagues, their faces pale with shock, moved around her in a daze. The camaraderie, the shared history, felt fragile and ephemeral, as if it could be shattered by a single word.

She found herself unable to focus on any task. Her hands trembled as she clutched her phone. The familiar ease of her workflow felt like a distant dream. Later, she went to the park. The vibrant leaves, usually a source of joy, now seemed too bright, too loud.

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