"Well, this is… interesting," Amelia said, the words catching in her throat. She gripped the car door handle with white knuckles, her eyes fixed on the school building. It was the same brick, the same green trim, the same overwhelming sense of…control. Seeing Ms. Henderson's name on the list for her daughter’s first grade class felt like a punch to the gut. The world was shrinking around her.

She'd spent her whole life trying to escape the shadow of Ms. Henderson's rigid expectations. Now, here it was, again, looming over her daughter, Clara. Amelia felt a sudden urge to run, to shield her child from…from whatever Ms. Henderson represented.

She turned to Clara, forcing her voice to be steady. "Are you excited, sweetie?"

Clara nodded, her eyes wide with anticipation. Amelia swallowed hard. Time to be brave, or at least pretend to be.

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