Rain lashed against the windows of Amelia's apartment, mirroring the storm brewing inside her. She hadn't left her couch all day, the takeout containers from last night’s dinner still littering the coffee table. A chill snaked through her bones, despite the thermostat reading a comfortable 72 degrees. The phone call had been a week ago. A mix-up. Her test results, the ones that confirmed her fear, belonged to a stranger. Hers, they said, were… normal. Suddenly, everything felt hollow. The relief, she’d realized, wasn’t a positive feeling. It was just… nothing.

A crumpled lab report lay beside her, a stark white testament to what wasn't. She’d been preparing for the inevitable. Accepting it, even. Now, this… this absurdity. She picked at a loose thread on her sweater, a nervous habit she’d picked up in the last few months. Her reflection in the darkened screen of her television seemed distant, unfamiliar.

The thought of going back to the doctor filled her with a profound sense of… unease. It wasn't about the tests themselves. It was about the disconnect, the sense that her life was a clumsy play, the wrong script in the wrong hands.

Emotion: unhappy

Cluster: Sadness / Despair
PC1 (Valence): -1.62 Negative
PC2 (Disposition): -0.78

Role in Research

This story is one of 1,000 stories generated for the emotion unhappy. 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 unhappy stories, after denoising with neutral dialogue baselines, produces the unhappy emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the unhappy vector is projected through the unembedding matrix.

Promoted:
S0.339
😞0.317
💔0.252
😔0.249
😢0.241
Suppressed:
de-0.436
la-0.266
l-0.224
/-0.216
--0.199