The late afternoon sun cast long shadows across the living room as Eleanor slumped onto the sofa, the remote control slipping from her grasp. A dull ache throbbed behind her eyes, a constant companion these days. She’d been staring at the television, but nothing seemed to register. The news reports, the sitcom reruns – all just noise.

Then, while looking for the electric bill, she’d stumbled upon a bank statement hidden in the back of a desk drawer. Not just any statement, but one for an account she’d never known existed. The balance listed a sum that made her breath catch in her throat.

She knew she shouldn't, but her fingers traced the numbers, each one a phantom stab. Her husband, David, had always been so careful, so pragmatic. But this… this felt like a betrayal. A knot tightened in her stomach, a feeling like she was adrift, untethered.

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