The drive home was silent. Maria kept glancing at the rearview mirror, checking on her son, Alex. The revelation of Ms. Rodriguez, her old chemistry teacher, had taken her breath away. Everything was in place, even the same building.

She had struggled in chemistry. The subject was a blur of equations, and Ms. Rodriguez's blunt, unforgiving style had only made things worse. Now, her son was facing the same potential hurdle. Her fingers tapped on the steering wheel, a nervous rhythm.

She felt a surge of helplessness. How could she protect him from failure, from feeling stupid? She took a deep breath, trying to push away the rising panic. She needed to be strong for him.

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