"They can't just… do this," George sputtered, his face flushed. The little print-out, the note, felt like it was scorching his fingers. The world seemed to blur around the edges.

He fumbled for his glasses, his hands clumsy and agitated. He went to the window, peering at his neighbor’s yard, as if the fence would magically appear if he looked long enough. He couldn't seem to stop his legs from pacing.

The silence of his house was suddenly unbearable. He switched on the radio, desperately seeking some kind of distraction from the internal storm.

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