The streetlights cast long, distorted shadows across the pavement as Leo walked toward the office. He hunched his shoulders, pulling his jacket tighter. A cold sweat had broken out across his forehead, despite the chill of the evening. He avoided eye contact with anyone he passed, convinced they could see the disquiet swirling within him. His heart hammered in his chest, a frantic drumbeat against his ribs.

He found the right door and stood there for a long moment, staring at the nameplate: “Dr. Kevin Miller, LPC.” The same Kevin Miller who had made his childhood a constant battle. He finally reached for the handle.

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