The air in the school cafeteria smelled of stale pizza and something vaguely reminiscent of floor cleaner. Clara felt a strange, prickly sensation across her skin. The teacher's name on the list, Mr. Harrison, was the same man she'd had in high school. He had been a nice enough person, but his relentless cheerfulness and over-the-top positivity had always gotten under her skin. Now, her son, Ethan, would have to endure the same thing.

She wanted to call her husband and vent. She wanted to scream. Instead, she took a shaky breath and leaned forward, trying to look normal for her son.

Ethan was already chattering away with a classmate. Clara reached for a napkin, but she just fumbled it. She took another breath, and tried to smile.

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