The coffee cup trembled in her hand, sloshing dark liquid onto the pristine white tablecloth. Emily had been enjoying a rare moment of peace, the sunlight streaming through the cafe window, when her phone vibrated, displaying the notification. David Carter. The boy who had systematically isolated her from her friends, the boy who made school a living hell.

She felt a wave of nausea. He had the nerve. The audacity. She quickly shut down the phone, ignoring the tremor in her hand as she set it down.

She took a deep breath, trying to regain her composure, but the cheerful chatter of the cafe felt suddenly distant, the warmth of the sun a mere superficiality, as she felt the chill of her old school days return.

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