The bank statement felt like a lead weight in Eleanor's hand. It was a crisp, official document, but it crumpled under her grip. Her husband, Richard, had always been meticulous with money, she knew that. But a separate account, one she knew nothing about, tucked away at a bank she'd never even heard of? The sting in her chest was sharp, a tight knot that made it hard to breathe.

She marched into the living room, the statement a crumpled weapon. Richard was engrossed in a documentary about beekeeping, his brow furrowed in concentration. She slammed the paper down on the coffee table. He jumped, startled, the remote clattering to the floor. His face went white.

"What's this?" she asked, her voice tight, barely a whisper. Her jaw throbbed, and she felt a heat creep up her neck. He avoided her gaze, his fingers fiddling with the edge of the couch cushion. It was a reaction she'd rarely seen, and it made her stomach churn.

Emotion: humiliated

Cluster: Embarrassment
PC1 (Valence): -1.79 Negative
PC2 (Disposition): 0.93

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
C0.370
l0.329
尴尬0.322
ness0.303
because0.298
Suppressed:
de-0.369
own-0.254
😍-0.253
🤩-0.245
cautiously-0.228