He was staring at his computer screen, unable to focus. His eyes kept darting to the clock on the wall, each tick a reminder of the upcoming meeting. The digital clock seemed to mock him, its numbers mocking him. He wasn't equipped.

The office felt cold, despite the heating. He felt a creeping numbness in his fingers and toes, as if his body were preparing for a stressful event. He needed a stiff drink. He needed to get through this.

He saw the email notification. "Meeting starting in 5 minutes." His pulse quickened. He swallowed hard, trying to force down the lump in his throat. He had to do this.

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