He stared at the model train set, a sprawling masterpiece he had meticulously constructed over years, a hobby that had always brought him a deep sense of calm. Now, it was a source of agitation. His son, obsessed with model railroads, was planning a far more ambitious layout, incorporating features he hadn't even considered. His own carefully planned track felt... inadequate.

He ran a hand over his tired face. The hum of the transformers felt like a constant drone, a relentless reminder of his own perceived shortcomings. He found himself picking at the glue on a small building, the small task not comforting but instead frustrating. He felt a sudden, inexplicable urge to dismantle the entire thing.

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