A wave of dizziness washed over him as he scrolled through the online food blog. There it was: “Aunt Millie’s Meatloaf, the Family Recipe Everyone’s Talking About!” He'd only shared that recipe with his sister, Millie, and now it was plastered across the internet, attributed to someone else. He felt a sudden, intense heat flush his face.

He slammed the laptop shut, the sound echoing in his small apartment. His hands trembled as he rose to his feet, pacing back and forth. He felt trapped, his thoughts racing, each one feeding the rising tide of his internal conflict. He needed to be alone, to process the shock, the anger, the profound sense of betrayal. He grabbed his coat, the fabric feeling rough against his skin.

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