He stared at the blank screen, the cursor blinking like a malevolent eye. He was supposed to be writing code, but his mind was a jumbled mess of apprehension. The programming language of the software development team was so far removed from the hardware he knew well.

He felt a cold sweat break out across his forehead. His new team members were friendly, but their technical conversations felt like a foreign language. He missed the familiar clatter of his old workshop, the comforting feel of metal in his hands.

He rubbed his eyes, trying to clear his head, but the effort was futile. He felt a sense of dread that lingered in the pit of his stomach. He felt utterly out of his depth.

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