The sheer volume of his mother's advice washed over Clara. "Make sure you eat breakfast, always wear a coat, don't forget to call," it was endless, and each sentence brought with it the crushing weight of her own inadequacy. She kept nodding, trying to look attentive, but the words blurred into a drone.

She stared out the window, watching the leaves of the ancient oak tree sway in the wind. She wanted to scream, to break free from the suffocating cocoon of her mother's concern, but she couldn’t. It was not her home. Not anymore.

She wanted to call her friends. But she couldn't. She was unable to face the pity.

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