She stared at the invitation, the embossed lettering mocking her. "Welcome, Amelia, to the Human Resources department." She crumpled it, the crisp paper crinkling in her grasp. It was the end. She'd known it was coming the moment she'd seen Mark, the VP of her old department, shaking his head at the mention of her name in the meeting.

The walk through the office felt like a trek through a minefield. Each familiar face, each shared joke, now a reminder of what was lost. She tried to smile, to appear unaffected, but her lips felt stiff, as if frozen in place. Her stomach churned with a nervous energy that she couldn't quell.

She sat at her new desk, the bare surface reflecting her hollow gaze. She missed the lively banter with her colleagues, the feeling of belonging. She missed the feeling of making a difference in a job she had loved. She felt like a foreign body in her new setting.

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