Liam had spent the morning avoiding any interaction with Clara, the other contender. He felt a need to remain calm and collected, but the act of it left him raw. He'd even skipped his morning coffee, the caffeine would likely make him feel worse. He took frequent trips to the water cooler, anything to get away from the quiet confines of his desk.

He could hear her phone ringing from her desk, the sound felt amplified, and it made him shudder. He pictured her smiling, as per usual, confident. He had always been the more outgoing one, but today, he felt small and insignificant.

He ran a hand through his hair and took a deep breath. He hated that he was feeling this way.

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