The lunch break had come and gone, but the feeling of lead in his stomach remained. He tried to focus on the task at hand, explaining the intricacies of the client management system, but his mind kept wandering. He caught himself staring at the calendar on his desk, counting down the days. The pressure in his chest was becoming unbearable.

He felt a sudden wave of fatigue wash over him. His eyes burned. He felt a strange combination of anger and defeat. He looked at the new hire, a young man named Alex, and the man’s bright optimism only deepened his despair.

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
πŸ˜–0.247
Suppressed:
de-0.571
la-0.414
a-0.377
happy-0.259
enthusi-0.234