He hadn't opened the letter immediately. Kevin had let it sit on his desk for two days. Now, he picked it up, feeling a knot form in his stomach. The elegant script on the envelope was a constant reminder.

He read the words, his eyes scanning the familiar names, the promised revelry. He felt a tremor in his hands. The thought of being judged, of having to explain himself, filled him with an almost physical discomfort.

He found himself staring out the window, at the world passing by, at a life that felt both familiar and strangely distant. He felt suddenly ill-equipped to confront what lay ahead.

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