The hum of the refrigerator seemed deafening in the suddenly quiet kitchen. John found himself staring, unblinking, at the construction notice, a knot forming in his stomach. A fence?

He felt a sudden, inexplicable anger, a simmering resentment that he hadn’t known he possessed. He slammed the newspaper down. He had to be productive. He had to do *something*.

He spent the next few hours obsessively cleaning the garage, organizing tools he hadn't touched in years, driven by a frenzied energy he couldn't control.

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