The text message. A casual "Hey Dad, can you grab me some snacks on the way home?" But it was her daughter's online activity, the secret account, that had consumed all his thoughts.

A knot formed in his stomach, twisting and churning. He pulled over to the side of the road, the car’s engine idling. Each breath felt shallow, as if the air was thin.

He felt a deep, instinctive fear, a sense of falling, a sense that he had failed. He stared at his phone, his thumb hovering over her name, then, slowly, he put it in his pocket, afraid to face what he would find.

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