He stared at the small, spiral-bound notebook on the coffee table. Scattered across the pages were the familiar characters of Japanese. Liam’s hand flew to his chest. His heart thrummed an erratic beat. He felt a sudden, inexplicable chill.

He had always been the one to nurture their shared love of Japan, the language and culture. He’d carefully guided Sarah through her basic phrases, celebrating her small victories. Now, this. He picked up the notebook, turning the pages. The handwriting was neat, meticulous, almost… better than his.

He heard the click of the front door. Sarah walked in, a grocery bag slung over her shoulder. Her face lit up when she saw him. “Hey! How was your day? Oh! I, uh… I hope you don’t mind me getting some soy sauce.” Her voice held a note of careful cheerfulness.

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