The room seemed to shrink. John felt a tightening in his chest. His journal lay open on his desk, revealing a page filled with his most vulnerable words. He could feel his face flush, a heat spreading across his cheeks. He noticed a small, almost undetectable crease along the bottom of the page.

His roommate, Alex, entered, his usual boisterous self. “Hey, man! What’s up?” he said, clapping John on the shoulder.

The casual touch made John flinch. He couldn’t meet Alex’s gaze. He mumbled something unintelligible, quickly turning away. He wanted to vanish, to disappear from the room. He felt his hands begin to shake.

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