The key scraped in the lock, the sound echoing in the silent house. Maya gripped her handbag so tight her knuckles were white. Her father’s booming "Hello?" from the living room sent a jolt of energy through her. It wasn’t a welcoming hello, not really; more a cautious, assessing one.

Her stomach churned, a cold wave washing over her. She knew, she just knew, they would start asking the questions: the job, the rent, the dating life. Her apartment was gone, her savings depleted, her carefully constructed independence, crumbled. She forced a smile, pasting it onto her face before she entered the living room.

"Hey, Dad," she croaked, her voice sounding unfamiliar even to her own ears. His eyes, usually twinkling, seemed to bore into her, their curiosity adding to her mounting tension.

Emotion: rattled

Cluster: Fear / Anxiety
PC1 (Valence): -2.29 Negative
PC2 (Disposition): -0.42

Role in Research

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

Logit Lens (Layer 40)

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

Promoted:
S0.264
😣0.261
worse0.256
😞0.248
😖0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234