"Just let me know if you need anything, sweetheart," her father said, his voice unusually gentle. Liam wanted to shout, "Yes! I need everything!" But the words wouldn't come. He just gave a curt nod, his jaw clenched.

He sat at the kitchen table, staring at the perfectly placed fruit bowl his mother always put out. The vibrant colors mocked him. He felt pinned down, examined. The silence was deafening, broken only by the hum of the refrigerator.

He picked at the skin around his thumbnails, a habit he'd thought he'd broken years ago. He felt like a child again, vulnerable and small. He couldn't shake the feeling that he was under surveillance.

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